Bouts and Transitions

Author

Steffi LaZerte

Published

July 4, 2024

Here we’ll start collapsing the various runs into bouts. Then we’ll use these bouts to assess transitions among receivers.

However, there are some difficulties to consider:

Setup

source("XX_setup.R")

Final filter application

Although we may wish to revisit the filters, for now we will apply the filters collected in Basic Filtering and Fine-scale Filtering. We will finish off by omitting any run with a length of 2 or less (this is a partial application of the motusFilter, so will likely still let false positives through).

runs <- load_runs()
load_runs <- function() {
  noise_runs <- open_dataset("Data/02_Datasets/noise_runs.feather", format = "feather")
  noise_hits <- open_dataset("Data/02_Datasets/noise_hits.feather", format = "feather")
  
  open_dataset("Data/02_Datasets/runs", format = "feather") |>
    anti_join(noise_runs, by = c("runID")) |>
    anti_join(noise_hits, by = c("runID")) |>
    filter(len > 2) |>
    select(runID, timeBegin, timeEnd, tagID, ant, len, motusFilter, tagDeployID, 
           speciesID, starts_with("recvDeploy"), matches("date|month|year")) |>
    arrange(timeBegin) |>
    collect()
}

Assumptions

In this step we’ll be identifying unlikely movements between stations (i.e. super fast birds, and those going the wrong way).

This involves setting a maximum allowable flight speed, but also the distance from a station in which a bird could conceivably be detected (otherwise we might calculate super fast flight speeds simply because a bird was at the detection limit of two stations and moved back and forth across the boundary).

We will assume the following limits for max_flight_speed and max_tower_dist (defined in Setup).

  • Flight speed 72 m/s (max_flight_speed)
    • from Amie via Anderson et al. (2019) and Gronroos et al. (2012))
    • for shorebirds and with a buffer to avoid missing true flights, so may be much faster than realistic for our birds (false positives)
  • Tower distance 50 km (max_tower_dist)
    • from Amie, based on a 25km radius at each tower (so 50 between the two)
    • generous as most towers have a smaller detection range, but possible
max_flight_speed <- set_units(72, "m/s")
max_tower_dist <- set_units(50, "km")
bout_cutoff <- set_units(30, "min")

Get distances among stations

We’ll be looking at movements between stations and how quickly they occur. So the first step is to calculate these distances and then our minimum time to travel between those two towers.

  • Here we use the units package to handle the unit conversions
  • Units can then be compared with the max_flight_speed in units of m/s
  • We defined a min_time which is the minimum amount of time it can take to transition between two stations acording to their distance the the max_flight_speed.

We can’t reliably assess speed over very small distances, because each tower could presumably detect birds up to 25km away.

So we’ll only consider fast birds when the distance between towers is greater than our buffer max_tower_dist and the flight speed is more than max_flight_speed.

recvs <- runs |>
  select(contains("recv")) |>
  distinct() |>
  drop_na()

recvs_sf <- recvs |>
  st_as_sf(coords = c("recvDeployLon", "recvDeployLat"), crs = 4326) |>
  arrange(recvDeployID)
  
dist <- st_distance(recvs_sf) |>
  as_tibble() |>
  mutate(recv1 = recvs_sf$recvDeployID) |>
  relocate(recv1) |>
  rename_with(\(x) as.character(recvs_sf$recvDeployID), .cols = -1) |>
  pivot_longer(-recv1, names_to = "recv2", values_to = "next_dist") |>
  mutate(recv2 = as.integer(recv2)) |>
  arrange(recv1, recv2) |>
  mutate(recv_pair = paste0(recv1, "_", recv2),
         next_dist = set_units(next_dist, "km"),
         min_time = next_dist / max_flight_speed) |>
  #filter(next_dist > max_tower_dist) |>
  mutate(min_time = as.duration(as.numeric(set_units(min_time, "s"))))

write_rds(dist, "Data/02_Datasets/stn_dist.rds")

Defining Station Groups

Some groups of stations are clustered very close to each other and birds will be detected on all or most stations at the same time. This creates situations where there are multiple simultaneous bouts on these stations and transitions between these stations and others.

Here we identify station groups as groups of stations where each station in the group is within 50 km of the others.

Groups that are not completely inclusive (i.e. both stations Z and X are close to station Y but not to each other) are not included (they would remain station X, Y, Z, ungrouped).

plan(multisession, workers = 6) # Setup parallel

groups <- nest(runs, .by = c("tagDeployID")) |>
  mutate(data = future_map(data, \(x) {
    
    g <- dist |>
      filter(recv1 %in% unique(x$recvDeployID), 
             recv2 %in% unique(x$recvDeployID)) |>
      filter(recv1 != recv2) |>
      summarize(
        stn_grouped_with = list(recv2[next_dist < max_tower_dist]), 
        stn_group = paste0(sort(unique(c(recv1, recv2[next_dist < max_tower_dist]))), 
                           collapse = "-"),
        .by = "recv1") |>
      # Only keep groups which are common across stations
      mutate(stn_group = if_else(n() > 1, stn_group[1], as.character(recv1)[1]), 
             .by = "stn_group")
    
    left_join(x, g, by = c("recvDeployID" = "recv1")) |>
      mutate(stn_group = if_else(is.na(stn_group), as.character(recvDeployID), stn_group))
  }, .progress = interactive())
  ) |>
  unnest(data)
groups |>
  select(tagDeployID, recvDeployID, stn_group) |>
  distinct() |>
  slice(1:200) |>
  gt() |>
  gt_theme() |>
  tab_options(container.height = px(600),
              container.overflow.y = "auto") |>
  data_color(columns = stn_group, palette = "magma")
tagDeployID recvDeployID stn_group
4350 1115 1115
4350 701 701
2661 1115 1113-1115
2661 1111 1111
2661 1113 1113-1115
2661 1105 1105
2667 1115 1115
13843 4245 4245-4246
13843 4246 4245-4246
13844 4245 4245-4246
13844 4246 4245-4246
13844 4206 4206
13844 3849 3849
13845 4245 4245-4246
13845 4246 4245-4246
13845 4219 4219
13849 4245 4245
13847 4245 4245-4246
13847 4246 4245-4246
13847 4208 4208
13846 4245 4245-4246
13846 4246 4245-4246
13846 3075 3075
13846 4210 4210
13852 4245 4245-4246
13852 4246 4245-4246
13852 4250 4250-4252
13852 4252 4250-4252
13857 4245 4245
13858 4245 4245-4246
13858 4246 4245-4246
13850 4245 4245
13850 3849 3849
13851 4245 4245-4246
13851 4246 4245-4246
13854 4245 4245
13854 4218 4218
13854 4206 4206
13855 4245 4245-4246
13855 4246 4245-4246
13856 4245 4245-4246
13856 4246 4245-4246
13859 4245 4245-4246
13859 4246 4245-4246
13859 4213 4213
13859 3849 3849
14296 4245 4245
14167 4245 4245-4246
14167 4246 4245-4246
14167 3849 3849
14161 4245 4245-4246
14161 4246 4245-4246
14161 4303 4303
14162 4245 4245-4246
14162 4246 4245-4246
14162 3849 3849
14163 4245 4245-4246
14163 4246 4245-4246
14163 4206 4206
14164 4246 4246
14164 4320 4320
14165 4246 4246
14166 4246 4246
14299 4246 4246
14299 4206 4206
14298 4246 4246
14297 4246 4246
14516 4246 4246
14793 4246 4246
17851 4790 4790
17852 4790 4726-4790
17852 4726 4726-4790
17852 4219 4219
17852 4945 4945
18546 4790 4790
18547 4790 4790
17855 4790 4726-4790-4894
17855 4894 4726-4790-4894
17855 4726 4726-4790-4894
18548 4790 4726-4790
18548 4726 4726-4790
18548 4219 4219
18548 4665 4665
18548 3849 3849
17854 4790 4726-4790
17854 4726 4726-4790
17854 3877 3877
18549 4790 4726-4790-4894
18549 4894 4726-4790-4894
18549 4726 4726-4790-4894
17850 4790 4726-4790
17850 4726 4726-4790
18875 4790 4726-4790
18875 4726 4726-4790
18876 4790 4726-4790
18876 4726 4726-4790
17846 4790 4726-4790
17846 4726 4726-4790
18877 4790 4726-4790
18877 4726 4726-4790
18877 3075 3075
18878 4790 4726-4790
18878 4726 4726-4790
18878 4824 4824
17849 4790 4790
18879 4790 4726-4790
18879 4726 4726-4790
18880 4790 4726-4790
18880 4726 4726-4790
18880 3075 3075
18880 4208 4208
18880 4319 4319
18881 4790 4726-4790
18881 4726 4726-4790
18881 4832 4832
18881 4218 4218
18881 4389 4389
18882 4790 4790
18883 4790 4790
18884 4790 4726-4790-4894
18884 4894 4726-4790-4894
18884 4726 4726-4790-4894
18885 4790 4790
18885 4208 4208
18885 4622 4622
18886 4790 4726-4790
18886 4726 4726-4790
18886 4389 4389
18887 4790 4790
18888 4790 4726-4790-4894
18888 4894 4726-4790-4894
18888 4726 4726-4790-4894
18888 4208 4208
17845 4790 4790-4894
17845 4894 4790-4894
17845 3560 3560
18889 4790 4790
18890 4790 4726-4790
18890 4726 4726-4790
18890 4340 4340
18890 4210 4210
18891 4790 4790
18892 4790 4790
18892 4256 4256
18895 4790 4790
18893 4790 4790
18894 4790 4726-4790
18894 4726 4726-4790
18894 4219 4219
18896 4790 4790
18897 4790 4726-4790
18897 4726 4726-4790
18897 3075 3075-3560
18897 3560 3075-3560
18897 4971 4971
18897 4622 4622
18898 4790 4726-4790
18898 4726 4726-4790
18899 4790 4726-4790-4894
18899 4726 4726-4790-4894
18899 4894 4726-4790-4894
18899 4210 4210
18899 4971 4971
18899 4030 4030
18899 4703 4703
18899 4705 4705
18899 4702 4702
18899 3924 3924
18900 4790 4726-4790
18900 4726 4726-4790
18900 4219 4219
18900 4971 4971
18901 4790 4726-4790
18901 4726 4726-4790
18901 4863 4863
18901 4725 4725
18901 5240 3495-4725-5240
18901 3495 3495-4725-5240
18901 4256 4256
18901 4605 4605
18901 3849 3849
18902 4790 4726-4790-4894
18902 4894 4726-4790-4894
18902 4726 4726-4790-4894
18902 4825 4824-4825
18902 4824 4824-4825
18902 4665 4665
18902 4702 4702
18902 4705 4705
18902 4303 4303
18902 3944 3944
18903 4790 4726-4790
18903 4726 4726-4790
18903 4971 4971
18904 4790 4726-4790
18904 4726 4726-4790
18904 4217 4217
18905 4790 4726-4790
18905 4726 4726-4790
18906 4790 4790-4894

Summarize Bouts

Now we’ll summarize the runs into detection bouts for each receiver for each individual.

For example, if a bird was detected around a station for a total of 6 hours over the course of 10 runs (all within 30 minutes of each other), we would collapse this down into one detection bout of 6 hours.

We’ll use a bout_cutoff of 30 minutes defined in Setup. So if two runs at the same station are more than 30 min apart, we’ll consider those runs to belong to separate bouts.

Because there are overlapping runs we need to run the bout collapsing function several times, first sorting by the run start time timeBegin, next by the run end time timeEnd. Then we try collapsing the bouts again, if we end up with fewer rows of data (i.e. more runs were collapsed), we continue.

We stop once we cannot collapse any more runs together.

This step using the furrr package to run the iterations in parallel over each tagDeployID and recvDeployID

plan(multisession, workers = 6) # Setup parallel

bouts <- nest(groups, .by = c("tagDeployID", "stn_group")) |>
  mutate(data = future_map(data, \(x) {
    x1 <- create_bouts(arrange(x, timeBegin), bout_cutoff)
    x2 <- create_bouts(arrange(x1, timeEnd), bout_cutoff)

    # Keep running until no more overlaps to resolved    
    while(nrow(x1) != nrow(x2)) {
      x1 <- create_bouts(arrange(x2, timeBegin), bout_cutoff)
      x2 <- create_bouts(arrange(x1, timeEnd), bout_cutoff)
    }
    
    x2 |>
      mutate(n_runs = map_dbl(runID, n_distinct),
             len_min = map_dbl(len, min),
             len_max = map_dbl(len, max),
             n_ant = map_dbl(ant, n_distinct))
  }, .progress = interactive(), .options = furrr_options(seed = 123))) |>
  unnest(data) |>
  mutate(dateBegin = as_date(timeBegin),
         # Use first station in a group to define recvDeployID
         recvDeployID = as.numeric(str_split_i(stn_group, "-", i = 1)), 
         id = paste0(tagDeployID, "_", stn_group, "_", bout_id)) |>
  arrange(tagDeployID, timeBegin) |>
  left_join(recvs, by = "recvDeployID")

Transitions

We’ll identify transitions as movements between stations for an individual. As with collapsing bouts, we need to remember that bouts can overlap each other at different stations. So if we compare line by line, we may miss overlaping bouts.

To deal with this, we’ll first identify all overlapping bouts.

overlapping_bouts <- create_overlapping(bouts)
find_overlaps <- function(x2, type = "logical") {
  #if(3551 %in% x2$stn_group) browser()
  #           comp B/E2  vs. B/E1
  
  m1 <- outer(x2$timeBegin, x2$timeBegin, '>=')
  m2 <- outer(x2$timeEnd, x2$timeEnd, '<=')
  
  m3 <- outer(x2$timeBegin, x2$timeEnd, '<=')
  m4 <- outer(x2$timeEnd, x2$timeBegin, '>=')
  
  ovlps <- (m1 & m3) | (m2 & m4)
  ovlps <- ovlps | t(ovlps) # either id1/id2 or id2/id1
  
  if(type == "df") {
    nms <- paste0(x2$stn_group, "_", x2$bout_id)
    dimnames(ovlps) <- list(nms, nms)
    r <- expand_grid(id1 = nms, id2 = nms) |>
      mutate(overlap = as.vector(ovlps)) |>
      filter(overlap, id1 != id2)
  } else if(type == "logical") {
    r <- any(colSums(ovlps) > 1)
  }
  r
}
create_overlapping <- function(bouts) {
  nest(bouts, data = -tagDeployID) |>
    mutate(overlaps = map(data, \(x) find_overlaps(x, "df"), .progress = interactive())) |>
    select(-"data") |>
    unnest("overlaps") |>
    mutate(id1 = paste0(tagDeployID, "_", id1),
           id2 = paste0(tagDeployID, "_", id2))
}
gt(overlapping_bouts) |>
  gt_theme() |>
  tab_options(container.height = px(600),
              container.overflow.y = "auto")
tagDeployID id1 id2 overlap
26019 26019_4379_1 26019_3551_1 TRUE
26019 26019_3551_1 26019_4379_1 TRUE
29547 29547_5043-5232-5318-6115-6154-6156-6175_60 29547_5318_1 TRUE
29547 29547_5318_1 29547_5043-5232-5318-6115-6154-6156-6175_60 TRUE
35306 35306_7624-8039-8194_72 35306_5521_1 TRUE
35306 35306_5521_1 35306_7624-8039-8194_72 TRUE
35475 35475_7624-8039_111 35475_4777_1 TRUE
35475 35475_4777_1 35475_7624-8039_111 TRUE
35476 35476_7624-8039-8045_20 35476_4777_1 TRUE
35476 35476_4777_1 35476_7624-8039-8045_20 TRUE
38941 38941_9123_1 38941_8100-9123-9374-9431_1 TRUE
38941 38941_8100-9123-9374-9431_1 38941_9123_1 TRUE
39549 39549_7908-7934-8760_60 39549_9077_1 TRUE
39549 39549_9077_1 39549_7908-7934-8760_60 TRUE
39551 39551_8760_1 39551_7930-7934-8760_44 TRUE
39551 39551_8760_1 39551_7930-7934-8760_45 TRUE
39551 39551_8760_1 39551_7930-7934-8760_46 TRUE
39551 39551_8760_1 39551_7930-7934-8760_47 TRUE
39551 39551_8760_1 39551_7930-7934-8760_48 TRUE
39551 39551_8760_1 39551_7930-7934-8760_49 TRUE
39551 39551_8760_1 39551_7930-7934-8760_50 TRUE
39551 39551_8760_1 39551_7930-7934-8760_51 TRUE
39551 39551_7930-7934-8760_44 39551_8760_1 TRUE
39551 39551_7930-7934-8760_45 39551_8760_1 TRUE
39551 39551_7930-7934-8760_46 39551_8760_1 TRUE
39551 39551_7930-7934-8760_47 39551_8760_1 TRUE
39551 39551_7930-7934-8760_48 39551_8760_1 TRUE
39551 39551_7930-7934-8760_49 39551_8760_1 TRUE
39551 39551_7930-7934-8760_50 39551_8760_1 TRUE
39551 39551_7930-7934-8760_51 39551_8760_1 TRUE
39551 39551_8760_2 39551_7930-7934-8760_52 TRUE
39551 39551_8760_2 39551_7930-7934-8760_53 TRUE
39551 39551_8760_2 39551_7930-7934-8760_54 TRUE
39551 39551_8760_2 39551_7930-7934-8760_55 TRUE
39551 39551_8760_2 39551_7930-7934-8760_56 TRUE
39551 39551_8760_2 39551_7930-7934-8760_57 TRUE
39551 39551_8760_2 39551_7930-7934-8760_58 TRUE
39551 39551_8760_2 39551_7930-7934-8760_59 TRUE
39551 39551_8760_2 39551_7930-7934-8760_60 TRUE
39551 39551_8760_2 39551_7930-7934-8760_61 TRUE
39551 39551_8760_2 39551_7930-7934-8760_62 TRUE
39551 39551_8760_2 39551_7930-7934-8760_63 TRUE
39551 39551_8760_2 39551_7930-7934-8760_64 TRUE
39551 39551_8760_2 39551_7930-7934-8760_65 TRUE
39551 39551_8760_2 39551_7930-7934-8760_66 TRUE
39551 39551_8760_2 39551_7930-7934-8760_67 TRUE
39551 39551_8760_2 39551_7930-7934-8760_68 TRUE
39551 39551_8760_2 39551_7930-7934-8760_69 TRUE
39551 39551_8760_2 39551_7930-7934-8760_70 TRUE
39551 39551_8760_2 39551_7930-7934-8760_71 TRUE
39551 39551_8760_2 39551_7930-7934-8760_72 TRUE
39551 39551_8760_2 39551_7930-7934-8760_73 TRUE
39551 39551_8760_2 39551_7930-7934-8760_74 TRUE
39551 39551_8760_2 39551_7930-7934-8760_75 TRUE
39551 39551_8760_2 39551_7930-7934-8760_76 TRUE
39551 39551_8760_2 39551_7930-7934-8760_77 TRUE
39551 39551_8760_2 39551_7930-7934-8760_78 TRUE
39551 39551_8760_2 39551_7930-7934-8760_79 TRUE
39551 39551_8760_2 39551_7930-7934-8760_80 TRUE
39551 39551_8760_2 39551_7930-7934-8760_81 TRUE
39551 39551_8760_2 39551_7930-7934-8760_82 TRUE
39551 39551_8760_2 39551_7930-7934-8760_83 TRUE
39551 39551_8760_2 39551_7930-7934-8760_84 TRUE
39551 39551_8760_2 39551_7930-7934-8760_85 TRUE
39551 39551_8760_2 39551_7930-7934-8760_86 TRUE
39551 39551_8760_2 39551_7930-7934-8760_87 TRUE
39551 39551_8760_2 39551_7930-7934-8760_88 TRUE
39551 39551_8760_2 39551_7930-7934-8760_89 TRUE
39551 39551_8760_2 39551_7930-7934-8760_90 TRUE
39551 39551_8760_2 39551_7930-7934-8760_91 TRUE
39551 39551_8760_2 39551_7930-7934-8760_92 TRUE
39551 39551_8760_2 39551_7930-7934-8760_93 TRUE
39551 39551_8760_2 39551_7930-7934-8760_94 TRUE
39551 39551_8760_2 39551_7930-7934-8760_95 TRUE
39551 39551_8760_2 39551_7930-7934-8760_96 TRUE
39551 39551_8760_2 39551_7930-7934-8760_97 TRUE
39551 39551_8760_2 39551_7930-7934-8760_98 TRUE
39551 39551_8760_2 39551_7930-7934-8760_99 TRUE
39551 39551_8760_2 39551_7930-7934-8760_100 TRUE
39551 39551_8760_2 39551_7930-7934-8760_101 TRUE
39551 39551_8760_2 39551_7930-7934-8760_102 TRUE
39551 39551_8760_2 39551_7930-7934-8760_103 TRUE
39551 39551_8760_2 39551_7930-7934-8760_104 TRUE
39551 39551_8760_2 39551_7930-7934-8760_105 TRUE
39551 39551_8760_2 39551_7930-7934-8760_106 TRUE
39551 39551_8760_2 39551_7930-7934-8760_107 TRUE
39551 39551_8760_2 39551_7930-7934-8760_108 TRUE
39551 39551_8760_2 39551_7930-7934-8760_109 TRUE
39551 39551_8760_2 39551_7930-7934-8760_110 TRUE
39551 39551_8760_2 39551_7930-7934-8760_111 TRUE
39551 39551_8760_2 39551_7930-7934-8760_112 TRUE
39551 39551_7930-7934-8760_52 39551_8760_2 TRUE
39551 39551_7930-7934-8760_53 39551_8760_2 TRUE
39551 39551_7930-7934-8760_54 39551_8760_2 TRUE
39551 39551_7930-7934-8760_55 39551_8760_2 TRUE
39551 39551_7930-7934-8760_56 39551_8760_2 TRUE
39551 39551_7930-7934-8760_57 39551_8760_2 TRUE
39551 39551_7930-7934-8760_58 39551_8760_2 TRUE
39551 39551_7930-7934-8760_59 39551_8760_2 TRUE
39551 39551_7930-7934-8760_60 39551_8760_2 TRUE
39551 39551_7930-7934-8760_61 39551_8760_2 TRUE
39551 39551_7930-7934-8760_62 39551_8760_2 TRUE
39551 39551_7930-7934-8760_63 39551_8760_2 TRUE
39551 39551_7930-7934-8760_64 39551_8760_2 TRUE
39551 39551_7930-7934-8760_65 39551_8760_2 TRUE
39551 39551_7930-7934-8760_66 39551_8760_2 TRUE
39551 39551_7930-7934-8760_67 39551_8760_2 TRUE
39551 39551_7930-7934-8760_68 39551_8760_2 TRUE
39551 39551_7930-7934-8760_69 39551_8760_2 TRUE
39551 39551_7930-7934-8760_70 39551_8760_2 TRUE
39551 39551_7930-7934-8760_71 39551_8760_2 TRUE
39551 39551_7930-7934-8760_72 39551_8760_2 TRUE
39551 39551_7930-7934-8760_73 39551_8760_2 TRUE
39551 39551_7930-7934-8760_74 39551_8760_2 TRUE
39551 39551_7930-7934-8760_75 39551_8760_2 TRUE
39551 39551_7930-7934-8760_76 39551_8760_2 TRUE
39551 39551_7930-7934-8760_77 39551_8760_2 TRUE
39551 39551_7930-7934-8760_78 39551_8760_2 TRUE
39551 39551_7930-7934-8760_79 39551_8760_2 TRUE
39551 39551_7930-7934-8760_80 39551_8760_2 TRUE
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43883 43883_5068_1 43883_8845-9036-9049-9248-9333_258 TRUE
43929 43929_8591_1 43929_9114_1 TRUE
43929 43929_9114_1 43929_8591_1 TRUE
43929 43929_9114_1 43929_4864_1 TRUE
43929 43929_4864_1 43929_9114_1 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_93 43979_5068_1 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_93 43979_5068_2 TRUE
43979 43979_5068_1 43979_8194-8845-9036-9049-9248-9333_93 TRUE
43979 43979_5068_2 43979_8194-8845-9036-9049-9248-9333_93 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_95 43979_5068_3 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_95 43979_5068_4 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_95 43979_5068_5 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_95 43979_5068_6 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_95 43979_5068_7 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_95 43979_5068_8 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_95 43979_5068_9 TRUE
43979 43979_5068_3 43979_8194-8845-9036-9049-9248-9333_95 TRUE
43979 43979_5068_4 43979_8194-8845-9036-9049-9248-9333_95 TRUE
43979 43979_5068_5 43979_8194-8845-9036-9049-9248-9333_95 TRUE
43979 43979_5068_6 43979_8194-8845-9036-9049-9248-9333_95 TRUE
43979 43979_5068_7 43979_8194-8845-9036-9049-9248-9333_95 TRUE
43979 43979_5068_8 43979_8194-8845-9036-9049-9248-9333_95 TRUE
43979 43979_5068_9 43979_8194-8845-9036-9049-9248-9333_95 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_96 43979_5068_11 TRUE
43979 43979_5068_11 43979_8194-8845-9036-9049-9248-9333_96 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_105 43979_5068_12 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_105 43979_5068_13 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_105 43979_5068_14 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_105 43979_5068_15 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_105 43979_5068_16 TRUE
43979 43979_5068_12 43979_8194-8845-9036-9049-9248-9333_105 TRUE
43979 43979_5068_13 43979_8194-8845-9036-9049-9248-9333_105 TRUE
43979 43979_5068_14 43979_8194-8845-9036-9049-9248-9333_105 TRUE
43979 43979_5068_15 43979_8194-8845-9036-9049-9248-9333_105 TRUE
43979 43979_5068_16 43979_8194-8845-9036-9049-9248-9333_105 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_106 43979_5068_17 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_106 43979_5068_18 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_106 43979_5068_19 TRUE
43979 43979_8194-8845-9036-9049-9248-9333_106 43979_5068_20 TRUE
43979 43979_5068_17 43979_8194-8845-9036-9049-9248-9333_106 TRUE
43979 43979_5068_18 43979_8194-8845-9036-9049-9248-9333_106 TRUE
43979 43979_5068_19 43979_8194-8845-9036-9049-9248-9333_106 TRUE
43979 43979_5068_20 43979_8194-8845-9036-9049-9248-9333_106 TRUE
44725 44725_9123_1 44725_8100-9097-9123-9374-9431_1 TRUE
44725 44725_8100-9097-9123-9374-9431_1 44725_9123_1 TRUE
44752 44752_9330_141 44752_8415_1 TRUE
44752 44752_8415_1 44752_9330_141 TRUE
45239 45239_6180-6209-7432-7574_1 45239_7432_1 TRUE
45239 45239_7432_1 45239_6180-6209-7432-7574_1 TRUE
47334 47334_6115-6156-7989-8066_1 47334_8066_1 TRUE
47334 47334_6115-6156-7989-8066_1 47334_8066_2 TRUE
47334 47334_6115-6156-7989-8066_1 47334_8066_3 TRUE
47334 47334_6115-6156-7989-8066_1 47334_8066_4 TRUE
47334 47334_6115-6156-7989-8066_1 47334_8066_5 TRUE
47334 47334_6115-6156-7989-8066_1 47334_8066_6 TRUE
47334 47334_8066_1 47334_6115-6156-7989-8066_1 TRUE
47334 47334_8066_2 47334_6115-6156-7989-8066_1 TRUE
47334 47334_8066_3 47334_6115-6156-7989-8066_1 TRUE
47334 47334_8066_4 47334_6115-6156-7989-8066_1 TRUE
47334 47334_8066_5 47334_6115-6156-7989-8066_1 TRUE
47334 47334_8066_6 47334_6115-6156-7989-8066_1 TRUE
47334 47334_6115-6156-7989-8066_2 47334_8066_7 TRUE
47334 47334_6115-6156-7989-8066_2 47334_8066_8 TRUE
47334 47334_8066_7 47334_6115-6156-7989-8066_2 TRUE
47334 47334_8066_8 47334_6115-6156-7989-8066_2 TRUE
47334 47334_6115-6156-7989-8066_4 47334_8066_9 TRUE
47334 47334_8066_9 47334_6115-6156-7989-8066_4 TRUE
47334 47334_6115-6156-7989-8066_5 47334_8066_10 TRUE
47334 47334_8066_10 47334_6115-6156-7989-8066_5 TRUE
47334 47334_6115-6156-7989-8066_6 47334_8066_11 TRUE
47334 47334_8066_11 47334_6115-6156-7989-8066_6 TRUE
47334 47334_6115-6156-7989-8066_7 47334_8066_12 TRUE
47334 47334_6115-6156-7989-8066_7 47334_8066_13 TRUE
47334 47334_8066_12 47334_6115-6156-7989-8066_7 TRUE
47334 47334_8066_13 47334_6115-6156-7989-8066_7 TRUE
47334 47334_6115-6156-7989-8066_12 47334_8066_14 TRUE
47334 47334_8066_14 47334_6115-6156-7989-8066_12 TRUE
47334 47334_6115-6156-7989-8066_18 47334_8066_15 TRUE
47334 47334_8066_15 47334_6115-6156-7989-8066_18 TRUE
47334 47334_6115-6156-7989-8066_19 47334_8066_16 TRUE
47334 47334_8066_16 47334_6115-6156-7989-8066_19 TRUE
47334 47334_6115-6156-7989-8066_21 47334_8066_17 TRUE
47334 47334_8066_17 47334_6115-6156-7989-8066_21 TRUE
47334 47334_6115-6156-7989-8066_107 47334_8066_18 TRUE
47334 47334_8066_18 47334_6115-6156-7989-8066_107 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_191 47377_8066_1 TRUE
47377 47377_8066_1 47377_6115-6150-6156-7989-8066-9260_191 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_256 47377_6115-6150-6156-7989-9260_1 TRUE
47377 47377_6115-6150-6156-7989-9260_1 47377_6115-6150-6156-7989-8066-9260_256 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_272 47377_6115-6150-6156-7989-9260_2 TRUE
47377 47377_6115-6150-6156-7989-9260_2 47377_6115-6150-6156-7989-8066-9260_272 TRUE
47377 47377_6115-6150-6156-7989-9260_4 47377_6115-6150-6156-7989-8066-9260_273 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_273 47377_6115-6150-6156-7989-9260_4 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_274 47377_6115-6150-6156-7989-9260_5 TRUE
47377 47377_6115-6150-6156-7989-9260_5 47377_6115-6150-6156-7989-8066-9260_274 TRUE
47377 47377_6115-6150-6156-7989-9260_6 47377_6115-6150-6156-7989-8066-9260_275 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_275 47377_6115-6150-6156-7989-9260_6 TRUE
47377 47377_6115-6150-6156-7989-9260_7 47377_6115-6150-6156-7989-8066-9260_276 TRUE
47377 47377_6115-6150-6156-7989-9260_7 47377_6115-6150-6156-7989-8066-9260_277 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_276 47377_6115-6150-6156-7989-9260_7 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_277 47377_6115-6150-6156-7989-9260_7 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_278 47377_6115-6150-6156-7989-9260_8 TRUE
47377 47377_6115-6150-6156-7989-9260_8 47377_6115-6150-6156-7989-8066-9260_278 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_279 47377_6115-6150-6156-7989-9260_10 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_279 47377_6115-6150-6156-7989-9260_11 TRUE
47377 47377_6115-6150-6156-7989-9260_10 47377_6115-6150-6156-7989-8066-9260_279 TRUE
47377 47377_6115-6150-6156-7989-9260_11 47377_6115-6150-6156-7989-8066-9260_279 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_281 47377_6115-6150-6156-7989-9260_13 TRUE
47377 47377_6115-6150-6156-7989-9260_13 47377_6115-6150-6156-7989-8066-9260_281 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_282 47377_6115-6150-6156-7989-9260_14 TRUE
47377 47377_6115-6150-6156-7989-9260_14 47377_6115-6150-6156-7989-8066-9260_282 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_283 47377_6115-6150-6156-7989-9260_15 TRUE
47377 47377_6115-6150-6156-7989-9260_15 47377_6115-6150-6156-7989-8066-9260_283 TRUE
47377 47377_6115-6150-6156-7989-9260_16 47377_6115-6150-6156-7989-8066-9260_284 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_284 47377_6115-6150-6156-7989-9260_16 TRUE
47377 47377_6115-6150-6156-7989-9260_17 47377_6115-6150-6156-7989-8066-9260_285 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_285 47377_6115-6150-6156-7989-9260_17 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_287 47377_6115-6150-6156-7989-9260_18 TRUE
47377 47377_6115-6150-6156-7989-9260_18 47377_6115-6150-6156-7989-8066-9260_287 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_288 47377_6115-6150-6156-7989-9260_19 TRUE
47377 47377_6115-6150-6156-7989-9260_19 47377_6115-6150-6156-7989-8066-9260_288 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_289 47377_6115-6150-6156-7989-9260_20 TRUE
47377 47377_6115-6150-6156-7989-9260_20 47377_6115-6150-6156-7989-8066-9260_289 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_291 47377_6115-6150-6156-7989-9260_21 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_291 47377_6115-6150-6156-7989-9260_22 TRUE
47377 47377_6115-6150-6156-7989-9260_21 47377_6115-6150-6156-7989-8066-9260_291 TRUE
47377 47377_6115-6150-6156-7989-9260_22 47377_6115-6150-6156-7989-8066-9260_291 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_292 47377_6115-6150-6156-7989-9260_24 TRUE
47377 47377_6115-6150-6156-7989-9260_24 47377_6115-6150-6156-7989-8066-9260_292 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_302 47377_6115-6150-6156-7989-9260_25 TRUE
47377 47377_6115-6150-6156-7989-9260_25 47377_6115-6150-6156-7989-8066-9260_302 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_303 47377_6115-6150-6156-7989-9260_26 TRUE
47377 47377_6115-6150-6156-7989-9260_26 47377_6115-6150-6156-7989-8066-9260_303 TRUE
47377 47377_6115-6150-6156-7989-8066-9260_304 47377_6115-6150-6156-7989-9260_27 TRUE
47377 47377_6115-6150-6156-7989-9260_27 47377_6115-6150-6156-7989-8066-9260_304 TRUE
48765 48765_8834_1 48765_8831_1 TRUE
48765 48765_8831_1 48765_8834_1 TRUE
49418 49418_6115-7902-7989-8098-8387-8644-8662-9284-9716-10024_30 49418_7902_1 TRUE
49418 49418_7902_1 49418_6115-7902-7989-8098-8387-8644-8662-9284-9716-10024_30 TRUE
49421 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_2 49421_8662_1 TRUE
49421 49421_8662_1 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_2 TRUE
49421 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_3 49421_8662_2 TRUE
49421 49421_8662_2 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_3 TRUE
49421 49421_8662_2 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_4 TRUE
49421 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_4 49421_8662_2 TRUE
49421 49421_8662_3 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_5 TRUE
49421 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_5 49421_8662_3 TRUE
49421 49421_7902_1 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_13 TRUE
49421 49421_6115-6156-7902-8098-8387-8644-8662-8926-9260-9716-10024_13 49421_7902_1 TRUE
49423 49423_6115-6156-7902-8098-8387-8644-8662-8926-9260-9284-9716-10024_38 49423_8662_1 TRUE
49423 49423_8662_1 49423_6115-6156-7902-8098-8387-8644-8662-8926-9260-9284-9716-10024_38 TRUE
49423 49423_9284_1 49423_8662_4 TRUE
49423 49423_8662_4 49423_9284_1 TRUE
49583 49583_6115-6156-7902-7989-8098-8387-8644-8662-8926-9260-9716-10024_28 49583_8662_1 TRUE
49583 49583_8662_1 49583_6115-6156-7902-7989-8098-8387-8644-8662-8926-9260-9716-10024_28 TRUE
49583 49583_8662_2 49583_6115-6156-7902-7989-8098-8387-8644-8662-8926-9260-9716-10024_29 TRUE
49583 49583_6115-6156-7902-7989-8098-8387-8644-8662-8926-9260-9716-10024_29 49583_8662_2 TRUE
49583 49583_6115-6156-7902-7989-8098-8387-8644-8662-8926-9260-9716-10024_38 49583_8662_3 TRUE
49583 49583_8662_3 49583_6115-6156-7902-7989-8098-8387-8644-8662-8926-9260-9716-10024_38 TRUE

Now we’ll identify all transitions between stations (or groups of stations), first looking for sequential transitions by the start time (timeBegin) then by the end time (timeEnd). This ensures we don’t miss transitions hidden by overlapping bouts. (We’ll omit the duplicates that this creates).

Finally we combine all these transitions (overlaps, plus trans1 and trans2) and add in the details regarding the start and end points.

trans <- create_trans(bouts, overlapping_bouts, dist)
create_trans <- function(bouts, overlapping_bouts, dist) {
  
  # Get transitions between stations
  trans <- bind_rows(
    bouts |> 
      arrange(timeBegin) |>
      calc_trans(),
    bouts |> 
      arrange(timeEnd) |>
      calc_trans()
  ) |>
    distinct() |>
    
    # Add in any missing transitions with overlapping bouts
    full_join(overlapping_bouts, by = c("tagDeployID", "id1", "id2")) |>
    # Add in data related to the first station
    left_join(select(bouts, "stn1" = "stn_group", "id1" = "id", 
                     "b1" = "timeBegin", "e1" = "timeEnd", 
                     "recv1" = "recvDeployID", "lat1" = "recvDeployLat", "lon1" = "recvDeployLon"), 
              by = "id1") |>
    # Add in data related to the second station
    left_join(select(bouts, "stn2" = "stn_group", "id2" = "id", 
                     "b2" = "timeBegin", "e2" = "timeEnd", 
                     "recv2" = "recvDeployID", "lat2" = "recvDeployLat", "lon2" = "recvDeployLon"), 
              by = "id2") |>
    
    # Identify transition pairs
    mutate(recv_pair = paste0(recv1, "_", recv2)) |>
    
    # Add in distance between stations
    left_join(select(dist, "recv_pair", "next_dist", "min_time"),
              by = "recv_pair") |>
    
    # Calculate the time and speed taken to move between stations
    mutate(trans_id = row_number(),
           overlap = replace_na(overlap, FALSE),
           lag1 = as_units(difftime(b2, e1, units = "min")),
           lag2 = as_units(difftime(e2, e1, units = "min")),
           time_diff = pmin(lag1, lag2),
           time_diff = set_units(time_diff, "s"),
           speed = set_units(next_dist, "m") / time_diff,
           time_diff = as.duration(as.numeric(time_diff)),
           time_diff = if_else(overlap, duration(0), time_diff),
           # Mid-point date
           mid_date = as_date(e1 + (b2 - e1)/2))
  
  if(nrow(trans) > 1) {
    trans <- trans |>
      # Get rid of duplicate transitions when have overlapping pairs
      mutate(id_pair = map2_chr(id1, id2, \(x, y) paste0(sort(c(x, y)), collapse = " - "))) |>
      arrange(b1) |>
      slice(1, .by = "id_pair") |>
      select(-"id_pair") |>
      # Seasonal details
      mutate(migration = case_when(year(e1) != year(b2) ~ NA,
                                   month(e1) %in% 8:12 & month(b2) %in% 8:12 ~ "south",
                                   month(e1) %in% 2:7 & month(b2) %in% 2:7 ~ "north",
                                   TRUE ~ NA),
             connected = speed > set_units(5, "m/s"))
  }  else trans <- mutate(trans, migration = NA_character_, connected = NA)
  
  trans
}

First 200 rows

trans |>
  slice(1:200) |>
  gt() |>
  gt_theme() |>
  tab_options(container.height = px(600),
              container.overflow.y = "auto")
tagDeployID id1 id2 overlap stn1 b1 e1 recv1 lat1 lon1 stn2 b2 e2 recv2 lat2 lon2 recv_pair next_dist min_time trans_id lag1 lag2 time_diff speed mid_date migration connected
4350 4350_1115_1 4350_701_1 FALSE 1115 2014-10-09 15:00:20.7792 2014-10-09 15:02:42.1372 1115 48.1232 -69.7168 701 2014-10-31 14:06:40.4045 2014-10-31 14:16:05.2456 701 47.0794 -64.8736 1115_701 381.14943 [km] 5293.74210008754s (~1.47 hours) 1 3.162397e+04 [min] 31633.385140 [min] 1897438.26729989s (~3.14 weeks) 0.20087580 [m/s] 2014-10-20 south FALSE
2661 2661_1113-1115_1 2661_1111_1 FALSE 1113-1115 2014-10-10 12:22:18.9287 2014-10-10 12:26:26.2143 1113 48.2581 -69.5214 1111 2014-10-24 13:03:45.4746 2014-10-24 13:34:56.1186 1111 49.0487 -68.4659 1113_1111 117.21448 [km] 1627.97893304885s (~27.13 minutes) 2 2.019732e+04 [min] 20228.498405 [min] 1211839.26030016s (~2 weeks) 0.09672445 [m/s] 2014-10-17 south FALSE
2661 2661_1111_2 2661_1113-1115_2 FALSE 1111 2014-10-25 10:28:55.1253 2014-10-25 10:45:58.7963 1111 49.0487 -68.4659 1113-1115 2014-10-27 20:32:28.9983 2014-10-27 21:01:58.3917 1113 48.2581 -69.5214 1111_1113 117.21448 [km] 1627.97893304885s (~27.13 minutes) 3 3.466503e+03 [min] 3495.993257 [min] 207990.202000141s (~2.41 days) 0.56355772 [m/s] 2014-10-26 south FALSE
2661 2661_1113-1115_2 2661_1105_1 FALSE 1113-1115 2014-10-27 20:32:28.9983 2014-10-27 21:01:58.3917 1113 48.2581 -69.5214 1105 2014-10-28 07:24:38.6257 2014-10-28 07:27:35.3316 1105 47.0719 -70.7852 1113_1105 162.33522 [km] 2254.65581919934s (~37.58 minutes) 4 6.226706e+02 [min] 625.615665 [min] 37360.2339999676s (~10.38 hours) 4.34513389 [m/s] 2014-10-28 south FALSE
13854 13854_4245_1 13854_4218_1 FALSE 4245 2017-08-09 11:07:23.8563 2017-08-09 12:19:50.9303 4245 45.4307 -73.9385 4218 2017-10-07 05:09:58.6613 2017-10-07 05:13:37.0588 4218 40.3201 -75.9026 4245_4218 590.32946 [km] 8199.02021126684s (~2.28 hours) 5 8.453013e+04 [min] 84533.768808 [min] 5071807.73099995s (~8.39 weeks) 0.11639429 [m/s] 2017-09-07 south FALSE
13850 13850_4245_3 13850_3849_1 FALSE 4245 2017-08-10 15:27:54.0711 2017-08-10 15:33:54.0003 4245 45.4307 -73.9385 3849 2017-10-12 11:53:24.3567 2017-10-12 11:59:36.0796 3849 30.0880 -84.1628 4245_3849 1924.58729 [km] 26730.3789917894s (~7.43 hours) 6 9.049951e+04 [min] 90505.701322 [min] 5429970.35640001s (~8.98 weeks) 0.35443790 [m/s] 2017-09-11 south FALSE
14299 14299_4246_3 14299_4206_1 FALSE 4246 2017-08-29 22:50:15.9266 2017-08-29 22:52:14.0377 4246 45.4307 -73.9385 4206 2017-09-11 09:06:11.7988 2017-09-11 09:20:15.3751 4206 40.2765 -77.2774 4246_4206 634.31793 [km] 8809.97118850465s (~2.45 hours) 7 1.789396e+04 [min] 17908.022290 [min] 1073637.76110005s (~1.78 weeks) 0.59081186 [m/s] 2017-09-05 south FALSE
13844 13844_4245-4246_320 13844_4206_1 FALSE 4245-4246 2017-09-13 21:20:50.4121 2017-09-14 00:39:22.8017 4245 45.4307 -73.9385 4206 2017-09-15 09:19:54.615 2017-09-15 09:27:39.8888 4206 40.2765 -77.2774 4245_4206 634.31793 [km] 8809.97118850465s (~2.45 hours) 8 1.960530e+03 [min] 1968.284785 [min] 117631.813299894s (~1.36 days) 5.39240115 [m/s] 2017-09-14 south TRUE
13845 13845_4245-4246_71 13845_4219_1 FALSE 4245-4246 2017-09-14 00:08:18.8259 2017-09-14 00:08:54.2955 4245 45.4307 -73.9385 4219 2017-09-16 03:10:07.2254 2017-09-16 03:13:33.7394 4219 40.4326 -77.6480 4245_4219 632.34225 [km] 8782.53128048333s (~2.44 hours) 9 3.061215e+03 [min] 3064.657398 [min] 183672.929899931s (~2.13 days) 3.44276237 [m/s] 2017-09-15 south FALSE
13847 13847_4245-4246_312 13847_4208_1 FALSE 4245-4246 2017-09-14 19:17:15.6767 2017-09-14 23:57:19.5354 4245 45.4307 -73.9385 4208 2017-09-16 03:21:36.9757 2017-09-16 03:25:27.1401 4208 41.0263 -77.9591 4245_4208 588.00818 [km] 8166.78029240691s (~2.27 hours) 10 1.644291e+03 [min] 1648.126745 [min] 98657.4402999878s (~1.14 days) 5.96009971 [m/s] 2017-09-15 south TRUE
13846 13846_4245-4246_339 13846_3075_1 FALSE 4245-4246 2017-09-14 23:34:43.75 2017-09-15 00:15:43.4059 4245 45.4307 -73.9385 3075 2017-09-15 02:08:22.4294 2017-09-15 02:10:20.5441 3075 45.0091 -74.7903 4245_3075 81.53972 [km] 1132.49617500628s (~18.87 minutes) 11 1.126504e+02 [min] 114.618970 [min] 6759.02349996567s (~1.88 hours) 12.06383209 [m/s] 2017-09-15 south TRUE
13846 13846_3075_1 13846_4210_1 FALSE 3075 2017-09-15 02:08:22.4294 2017-09-15 02:10:20.5441 3075 45.0091 -74.7903 4210 2017-09-16 04:07:55.4904 2017-09-16 04:11:39.7704 4210 41.3181 -78.7674 3075_4210 521.86630 [km] 7248.14312305168s (~2.01 hours) 12 1.557582e+03 [min] 1561.320438 [min] 93454.9463000298s (~1.08 days) 5.58414857 [m/s] 2017-09-15 south TRUE
13844 13844_4206_2 13844_3849_1 FALSE 4206 2017-09-15 23:54:03.6964 2017-09-16 00:10:02.1749 4206 40.2765 -77.2774 3849 2017-09-28 02:25:09.9004 2017-09-28 02:49:16.8868 3849 30.0880 -84.1628 4206_3849 1293.18737 [km] 17960.935722495s (~4.99 hours) 13 1.741513e+04 [min] 17439.245198 [min] 1044907.72549987s (~1.73 weeks) 1.23760916 [m/s] 2017-09-22 south FALSE
13852 13852_4245-4246_23 13852_4250-4252_1 FALSE 4245-4246 2017-09-20 23:15:38.9876 2017-09-20 23:50:33.0384 4245 45.4307 -73.9385 4250-4252 2017-09-24 05:31:19.0827 2017-09-24 05:40:01.6853 4250 40.1636 -79.2675 4245_4250 729.05874 [km] 10125.8158881421s (~2.81 hours) 14 4.660767e+03 [min] 4669.477448 [min] 279646.044300079s (~3.24 days) 2.60707691 [m/s] 2017-09-22 south FALSE
14164 14164_4246_12 14164_4320_1 FALSE 4246 2017-09-23 11:13:31.2801 2017-09-23 11:26:06.443 4246 45.4307 -73.9385 4320 2017-10-16 03:26:04.1363 2017-10-16 03:28:19.9955 4320 29.5648 -82.2650 4246_4320 1908.42441 [km] 26505.894538673s (~7.36 hours) 15 3.263996e+04 [min] 32642.225875 [min] 1958397.69330001s (~3.24 weeks) 0.97448256 [m/s] 2017-10-04 south FALSE
13859 13859_4245-4246_78 13859_4213_1 FALSE 4245-4246 2017-09-28 22:16:39.4967 2017-09-28 23:32:03.5713 4245 45.4307 -73.9385 4213 2017-10-01 07:54:05.8063 2017-10-01 08:01:10.7308 4213 41.8787 -79.4567 4245_4213 593.95005 [km] 8249.30624535631s (~2.29 hours) 16 3.382037e+03 [min] 3389.119325 [min] 202922.234999895s (~2.35 days) 2.92698358 [m/s] 2017-09-30 south FALSE
14163 14163_4245-4246_237 14163_4206_1 FALSE 4245-4246 2017-09-28 22:30:52.1967 2017-09-28 23:33:00.1014 4245 45.4307 -73.9385 4206 2017-10-01 01:58:24.2638 2017-10-01 02:05:11.5632 4206 40.2765 -77.2774 4245_4206 634.31793 [km] 8809.97118850465s (~2.45 hours) 17 3.025403e+03 [min] 3032.191030 [min] 181524.162400007s (~2.1 days) 3.49439941 [m/s] 2017-09-30 south FALSE
14162 14162_4245-4246_145 14162_3849_1 FALSE 4245-4246 2017-09-28 22:57:31.8625 2017-09-28 23:33:42.6118 4245 45.4307 -73.9385 3849 2017-10-17 06:24:12.8484 2017-10-17 06:32:16.7444 3849 30.0880 -84.1628 4245_3849 1924.58729 [km] 26730.3789917894s (~7.43 hours) 18 2.633050e+04 [min] 26338.568877 [min] 1579830.23660016s (~2.61 weeks) 1.21822411 [m/s] 2017-10-08 south FALSE
14167 14167_4245-4246_6 14167_3849_1 FALSE 4245-4246 2017-09-29 01:32:43.2546 2017-09-29 01:44:01.8308 4245 45.4307 -73.9385 3849 2017-10-13 05:19:56.7253 2017-10-13 05:26:49.8911 3849 30.0880 -84.1628 4245_3849 1924.58729 [km] 26730.3789917894s (~7.43 hours) 19 2.037591e+04 [min] 20382.801005 [min] 1222554.89450002s (~2.02 weeks) 1.57423384 [m/s] 2017-10-06 south FALSE
13859 13859_4213_1 13859_3849_1 FALSE 4213 2017-10-01 07:54:05.8063 2017-10-01 08:01:10.7308 4213 41.8787 -79.4567 3849 2017-10-17 07:18:57.6637 2017-10-17 07:26:55.6696 3849 30.0880 -84.1628 4213_3849 1377.14630 [km] 19127.0320115043s (~5.31 hours) 20 2.299778e+04 [min] 23005.748980 [min] 1379866.93290019s (~2.28 weeks) 0.99802834 [m/s] 2017-10-09 south FALSE
13854 13854_4218_1 13854_4206_1 FALSE 4218 2017-10-07 05:09:58.6613 2017-10-07 05:13:37.0588 4218 40.3201 -75.9026 4206 2017-10-07 08:39:39.294 2017-10-07 08:45:56.9404 4206 40.2765 -77.2774 4218_4206 116.69240 [km] 1620.72774135187s (~27.01 minutes) 21 2.060373e+02 [min] 212.331360 [min] 12362.2351999283s (~3.43 hours) 9.43942543 [m/s] 2017-10-07 south TRUE
14161 14161_4245-4246_236 14161_4303_1 FALSE 4245-4246 2017-10-11 22:15:43.1384 2017-10-11 23:07:20.0001 4245 45.4307 -73.9385 4303 2017-11-11 02:28:48.7388 2017-11-11 02:29:48.0785 4303 31.2956 -81.3435 4245_4303 1697.32240 [km] 23573.9222294301s (~6.55 hours) 22 4.340148e+04 [min] 43402.467973 [min] 2604088.73870015s (~4.31 weeks) 0.65179131 [m/s] 2017-10-27 south FALSE
18877 18877_4726-4790_7 18877_3075_1 FALSE 4726-4790 2018-08-07 01:29:14.1283 2018-08-08 02:11:03.8702 4726 45.4079 -73.9390 3075 2018-08-08 04:56:21.8503 2018-08-08 04:58:29.9157 3075 45.0091 -74.7903 4726_3075 80.08756 [km] 1112.32724856114s (~18.54 minutes) 23 1.652997e+02 [min] 167.434092 [min] 9917.98010015488s (~2.75 hours) 8.07498715 [m/s] 2018-08-08 south TRUE
18877 18877_3075_1 18877_4726-4790_8 FALSE 3075 2018-08-08 04:56:21.8503 2018-08-08 04:58:29.9157 3075 45.0091 -74.7903 4726-4790 2018-08-31 08:26:01.3258 2018-08-31 08:27:40.9928 4726 45.4079 -73.9390 3075_4726 80.08756 [km] 1112.32724856114s (~18.54 minutes) 24 3.332752e+04 [min] 33329.184618 [min] 1999651.41009998s (~3.31 weeks) 0.04005076 [m/s] 2018-08-19 south FALSE
19409 19409_4790_18 19409_4825_1 FALSE 4790 2018-08-31 10:26:38.9024 2018-08-31 18:24:21.8023 4790 45.4307 -73.9385 4825 2018-09-19 04:28:47.1316 2018-09-19 04:31:01.2972 4825 41.0500 -77.6169 4790_4825 570.86738 [km] 7928.71361267425s (~2.2 hours) 25 2.652442e+04 [min] 26526.658248 [min] 1591465.32929993s (~2.63 weeks) 0.35870551 [m/s] 2018-09-09 south FALSE
18916 18916_4726-4790_14 18916_4286-4340_1 FALSE 4726-4790 2018-09-10 08:43:15.3872 2018-09-10 08:43:44.07 4726 45.4079 -73.9390 4286-4340 2018-09-17 00:53:32.8942 2018-09-17 01:33:18.6834 4286 43.0677 -76.7187 4726_4286 341.64556 [km] 4745.0771603063s (~1.32 hours) 26 9.609814e+03 [min] 9649.576890 [min] 576588.824200153s (~6.67 days) 0.59252892 [m/s] 2018-09-13 south FALSE
17852 17852_4726-4790_91 17852_4219_1 FALSE 4726-4790 2018-09-12 17:22:35.2883 2018-09-13 00:14:33.1042 4726 45.4079 -73.9390 4219 2018-09-15 03:51:21.351 2018-09-15 04:06:58.6833 4219 40.4326 -77.6480 4726_4219 630.12405 [km] 8751.72295143786s (~2.43 hours) 27 3.096804e+03 [min] 3112.426318 [min] 185808.246800184s (~2.15 days) 3.39125988 [m/s] 2018-09-14 south FALSE
17845 17845_4790-4894_83 17845_3560_1 FALSE 4790-4894 2018-09-13 07:11:12.9086 2018-09-13 07:16:10.7468 4790 45.4307 -73.9385 3560 2018-09-19 01:38:46.5341 2018-09-19 01:40:29.7599 3560 44.9367 -75.0867 4790_3560 105.42816 [km] 1464.28005783316s (~24.4 minutes) 28 8.302596e+03 [min] 8304.316885 [min] 498155.78730011s (~5.77 days) 0.21163694 [m/s] 2018-09-16 south FALSE
19419 19419_4790_10 19419_4824_1 FALSE 4790 2018-09-13 10:09:11.3128 2018-09-14 00:00:56.8747 4790 45.4307 -73.9385 4824 2018-09-20 04:29:00.5512 2018-09-20 04:30:54.1405 4824 40.9856 -77.7096 4790_4824 580.97570 [km] 8069.10688309919s (~2.24 hours) 29 8.908061e+03 [min] 8909.954430 [min] 534483.676499844s (~6.19 days) 1.08698492 [m/s] 2018-09-17 south FALSE
17854 17854_4726-4790_257 17854_3877_1 FALSE 4726-4790 2018-09-14 16:21:43.834 2018-09-15 00:13:19.0544 4726 45.4079 -73.9390 3877 2018-10-25 07:33:54.6294 2018-10-25 07:36:45.2438 3877 8.6355 -77.3486 4726_3877 4101.96861 [km] 56971.7862326808s (~15.83 hours) 30 5.804059e+04 [min] 58043.436490 [min] 3482435.57500005s (~5.76 weeks) 1.17790222 [m/s] 2018-10-05 south FALSE
17852 17852_4219_1 17852_4945_1 FALSE 4219 2018-09-15 03:51:21.351 2018-09-15 04:06:58.6833 4219 40.4326 -77.6480 4945 2018-10-09 18:33:29.4955 2018-10-09 18:35:09.1264 4945 43.6460 -79.4659 4219_4945 387.54442 [km] 5382.56144106831s (~1.5 hours) 31 3.542651e+04 [min] 35428.174052 [min] 2125590.81220007s (~3.51 weeks) 0.18232316 [m/s] 2018-09-27 south FALSE
19420 19420_4790_17 19420_4219_1 FALSE 4790 2018-09-16 19:48:23.692 2018-09-16 23:09:36.1937 4790 45.4307 -73.9385 4219 2018-09-20 00:34:44.6063 2018-09-20 00:39:53.9519 4219 40.4326 -77.6480 4790_4219 632.34225 [km] 8782.53128048333s (~2.44 hours) 32 4.405140e+03 [min] 4410.295970 [min] 264308.41260004s (~3.06 days) 2.39244088 [m/s] 2018-09-18 south FALSE
18888 18888_4726-4790-4894_96 18888_4208_1 FALSE 4726-4790-4894 2018-09-16 23:42:07.6489 2018-09-16 23:44:52.6564 4726 45.4079 -73.9390 4208 2018-09-24 03:18:30.1328 2018-09-24 03:26:34.4491 4208 41.0263 -77.9591 4726_4208 585.91138 [km] 8137.65804027373s (~2.26 hours) 33 1.029362e+04 [min] 10301.696545 [min] 617617.476400137s (~1.02 weeks) 0.94866386 [m/s] 2018-09-20 south FALSE
19418 19418_4726-4790_38 19418_4250_1 FALSE 4726-4790 2018-09-17 00:12:52.6951 2018-09-17 00:14:56.5788 4726 45.4079 -73.9390 4250 2018-09-22 06:28:00.3709 2018-09-22 06:36:35.6175 4250 40.1636 -79.2675 4726_4250 727.05014 [km] 10097.9186178092s (~2.8 hours) 34 7.573063e+03 [min] 7581.650645 [min] 454383.792099953s (~5.26 days) 1.60007939 [m/s] 2018-09-19 south FALSE
18916 18916_4286-4340_1 18916_4726-4790_15 FALSE 4286-4340 2018-09-17 00:53:32.8942 2018-09-17 01:33:18.6834 4286 43.0677 -76.7187 4726-4790 2018-09-18 21:12:29.9163 2018-09-18 21:16:03.202 4726 45.4079 -73.9390 4286_4726 341.64556 [km] 4745.0771603063s (~1.32 hours) 35 2.619187e+03 [min] 2622.741977 [min] 157151.232900143s (~1.82 days) 2.17399221 [m/s] 2018-09-17 south FALSE
17856 17856_4726-4790_28 17856_4219_1 FALSE 4726-4790 2018-09-18 02:08:30.8509 2018-09-18 02:08:59.4566 4726 45.4079 -73.9390 4219 2018-09-20 00:34:46.0758 2018-09-20 00:41:16.7005 4219 40.4326 -77.6480 4726_4219 630.12405 [km] 8751.72295143786s (~2.43 hours) 36 2.785777e+03 [min] 2792.287398 [min] 167146.619199991s (~1.93 days) 3.76988811 [m/s] 2018-09-19 south FALSE
18548 18548_4726-4790_253 18548_4219_1 FALSE 4726-4790 2018-09-18 16:02:29.7103 2018-09-18 16:02:44.1475 4726 45.4079 -73.9390 4219 2018-09-19 01:42:38.6766 2018-09-19 01:49:59.0488 4219 40.4326 -77.6480 4726_4219 630.12405 [km] 8751.72295143786s (~2.43 hours) 37 5.799088e+02 [min] 587.248355 [min] 34794.5290999413s (~9.67 hours) 18.10986005 [m/s] 2018-09-18 south TRUE
18878 18878_4726-4790_90 18878_4824_1 FALSE 4726-4790 2018-09-18 20:57:44.563 2018-09-19 03:43:21.4724 4726 45.4079 -73.9390 4824 2018-10-08 02:48:35.5801 2018-10-08 02:49:47.8965 4824 40.9856 -77.7096 4726_4824 578.83068 [km] 8039.31494831921s (~2.23 hours) 38 2.730524e+04 [min] 27306.440402 [min] 1638314.10770011s (~2.71 weeks) 0.35330873 [m/s] 2018-09-28 south FALSE
18916 18916_4726-4790_15 18916_4208_1 FALSE 4726-4790 2018-09-18 21:12:29.9163 2018-09-18 21:16:03.202 4726 45.4079 -73.9390 4208 2018-09-19 02:10:21.0942 2018-09-19 02:23:08.1471 4208 41.0263 -77.9591 4726_4208 585.91138 [km] 8137.65804027373s (~2.26 hours) 39 2.942982e+02 [min] 307.082418 [min] 17657.8921999931s (~4.9 hours) 33.18127511 [m/s] 2018-09-18 south TRUE
19407 19407_4726-4790_92 19407_4219_1 FALSE 4726-4790 2018-09-19 00:01:24.9696 2018-09-19 00:15:39.3602 4726 45.4079 -73.9390 4219 2018-09-29 06:21:05.6696 2018-09-29 06:42:23.0739 4219 40.4326 -77.6480 4726_4219 630.12405 [km] 8751.72295143786s (~2.43 hours) 40 1.476544e+04 [min] 14786.728562 [min] 885926.309400082s (~1.46 weeks) 0.71126012 [m/s] 2018-09-24 south FALSE
18880 18880_4726-4790_273 18880_3075_1 FALSE 4726-4790 2018-09-19 00:05:12.1519 2018-09-19 00:08:30.8316 4726 45.4079 -73.9390 3075 2018-09-19 01:32:38.0447 2018-09-19 01:36:11.2616 3075 45.0091 -74.7903 4726_3075 80.08756 [km] 1112.32724856114s (~18.54 minutes) 41 8.412022e+01 [min] 87.673833 [min] 5047.21309995651s (~1.4 hours) 15.86767991 [m/s] 2018-09-19 south TRUE
19412 19412_4726-4790_27 19412_4208_1 FALSE 4726-4790 2018-09-19 00:10:21.1933 2018-09-19 00:12:50.5196 4726 45.4079 -73.9390 4208 2018-09-21 01:37:52.9356 2018-09-21 01:44:37.8444 4208 41.0263 -77.9591 4726_4208 585.91138 [km] 8137.65804027373s (~2.26 hours) 42 2.965040e+03 [min] 2971.788747 [min] 177902.416000128s (~2.06 days) 3.29344251 [m/s] 2018-09-20 south FALSE
18880 18880_3075_1 18880_4208_1 FALSE 3075 2018-09-19 01:32:38.0447 2018-09-19 01:36:11.2616 3075 45.0091 -74.7903 4208 2018-09-20 02:26:52.9527 2018-09-20 02:42:09.0361 4208 41.0263 -77.9591 3075_4208 512.24657 [km] 7114.53568110905s (~1.98 hours) 43 1.490695e+03 [min] 1505.962908 [min] 89441.6910998821s (~1.04 days) 5.72715657 [m/s] 2018-09-19 south TRUE
18548 18548_4219_1 18548_4726-4790_254 FALSE 4219 2018-09-19 01:42:38.6766 2018-09-19 01:49:59.0488 4219 40.4326 -77.6480 4726-4790 2018-09-22 09:06:00.6476 2018-09-22 09:06:29.2813 4726 45.4079 -73.9390 4219_4726 630.12405 [km] 8751.72295143786s (~2.43 hours) 44 4.756027e+03 [min] 4756.503875 [min] 285361.598799944s (~3.3 days) 2.20815995 [m/s] 2018-09-20 south FALSE
18916 18916_4208_1 18916_4726-4790_16 FALSE 4208 2018-09-19 02:10:21.0942 2018-09-19 02:23:08.1471 4208 41.0263 -77.9591 4726-4790 2018-09-23 23:11:27.8462 2018-09-23 23:11:56.5289 4726 45.4079 -73.9390 4208_4726 585.91138 [km] 8137.65804027373s (~2.26 hours) 45 7.008328e+03 [min] 7008.806363 [min] 420499.699100018s (~4.87 days) 1.39336932 [m/s] 2018-09-21 south FALSE
18885 18885_4790_16 18885_4208_1 FALSE 4790 2018-09-19 10:17:56.246 2018-09-20 23:45:04.6493 4790 45.4307 -73.9385 4208 2018-09-27 07:44:28.8241 2018-09-27 07:50:09.801 4208 41.0263 -77.9591 4790_4208 588.00818 [km] 8166.78029240691s (~2.27 hours) 46 9.119403e+03 [min] 9125.085862 [min] 547164.174799919s (~6.33 days) 1.07464671 [m/s] 2018-09-24 south FALSE
19420 19420_4219_1 19420_4030_1 FALSE 4219 2018-09-20 00:34:44.6063 2018-09-20 00:39:53.9519 4219 40.4326 -77.6480 4030 2018-10-13 06:12:52.5986 2018-10-13 06:18:01.9509 4030 26.4585 -81.7755 4219_4030 1599.81517 [km] 22219.6551145517s (~6.17 hours) 47 3.345298e+04 [min] 33458.133317 [min] 2007178.64669991s (~3.32 weeks) 0.79704673 [m/s] 2018-10-01 south FALSE
17856 17856_4219_1 17856_4726-4790_29 FALSE 4219 2018-09-20 00:34:46.0758 2018-09-20 00:41:16.7005 4219 40.4326 -77.6480 4726-4790 2018-09-21 11:26:51.5812 2018-09-21 11:30:03.4878 4726 45.4079 -73.9390 4219_4726 630.12405 [km] 8751.72295143786s (~2.43 hours) 48 2.085581e+03 [min] 2088.779788 [min] 125134.880699873s (~1.45 days) 5.03555882 [m/s] 2018-09-20 south TRUE
18880 18880_4208_1 18880_4726-4790_274 FALSE 4208 2018-09-20 02:26:52.9527 2018-09-20 02:42:09.0361 4208 41.0263 -77.9591 4726-4790 2018-09-29 05:34:08.4767 2018-09-29 05:40:17.9046 4726 45.4079 -73.9390 4208_4726 585.91138 [km] 8137.65804027373s (~2.26 hours) 49 1.313199e+04 [min] 13138.147808 [min] 787919.440600157s (~1.3 weeks) 0.74361838 [m/s] 2018-09-24 south FALSE
19419 19419_4824_1 19419_4640_1 FALSE 4824 2018-09-20 04:29:00.5512 2018-09-20 04:30:54.1405 4824 40.9856 -77.7096 4640 2018-09-20 08:37:25.1649 2018-09-20 08:38:37.5528 4640 40.2509 -79.3297 4824_4640 159.28416 [km] 2212.27998607574s (~36.87 minutes) 50 2.465171e+02 [min] 247.723538 [min] 14791.0243999958s (~4.11 hours) 10.76897412 [m/s] 2018-09-20 south TRUE
19419 19419_4640_1 19419_4622_1 FALSE 4640 2018-09-20 08:37:25.1649 2018-09-20 08:38:37.5528 4640 40.2509 -79.3297 4622 2018-10-12 04:31:41.0498 2018-10-12 04:37:21.2456 4622 31.4895 -81.2090 4640_4622 988.75902 [km] 13732.7641126674s (~3.81 hours) 51 3.143306e+04 [min] 31438.728213 [min] 1885983.49699998s (~3.12 weeks) 0.52426706 [m/s] 2018-10-01 south FALSE
18892 18892_4790_139 18892_4256_1 FALSE 4790 2018-09-20 17:22:25.5796 2018-09-20 17:54:01.1028 4790 45.4307 -73.9385 4256 2018-10-05 02:13:20.4586 2018-10-05 02:15:13.9427 4256 42.5487 -80.0507 4790_4256 584.37980 [km] 8116.38607263938s (~2.25 hours) 52 2.065932e+04 [min] 20661.213998 [min] 1239559.35580015s (~2.05 weeks) 0.47144156 [m/s] 2018-09-27 south FALSE
19412 19412_4208_1 19412_4210_1 FALSE 4208 2018-09-21 01:37:52.9356 2018-09-21 01:44:37.8444 4208 41.0263 -77.9591 4210 2018-09-22 09:41:32.722 2018-09-22 09:46:09.8372 4210 41.3181 -78.7674 4208_4210 75.03283 [km] 1042.12269093196s (~17.37 minutes) 53 1.916915e+03 [min] 1921.533213 [min] 115014.877599955s (~1.33 days) 0.65237503 [m/s] 2018-09-21 south FALSE
19412 19412_4210_1 19412_4979_1 FALSE 4210 2018-09-22 09:41:32.722 2018-09-22 09:46:09.8372 4210 41.3181 -78.7674 4979 2018-09-27 01:21:03.7019 2018-09-27 01:24:44.0155 4979 40.9077 -79.4436 4210_4979 72.74337 [km] 1010.32458136701s (~16.84 minutes) 54 6.694898e+03 [min] 6698.569638 [min] 401693.864700079s (~4.65 days) 0.18109156 [m/s] 2018-09-24 south FALSE
19421 19421_4790_52 19421_4622_1 FALSE 4790 2018-09-23 23:32:42.1006 2018-09-23 23:34:15.1423 4790 45.4307 -73.9385 4622 2018-10-12 06:30:27.3478 2018-10-12 06:38:11.2009 4622 31.4895 -81.2090 4790_4622 1672.69138 [km] 23231.8246817638s (~6.45 hours) 55 2.633620e+04 [min] 26343.934310 [min] 1580172.20550013s (~2.61 weeks) 1.05855006 [m/s] 2018-10-03 south FALSE
19972 19972_4790_3 19972_2812-4044_1 FALSE 4790 2018-09-24 04:32:05.1239 2018-09-24 23:40:49.5763 4790 45.4307 -73.9385 2812-4044 2018-09-27 04:51:38.1588 2018-09-27 05:06:45.122 2812 44.1414 -76.3884 4790_2812 240.67969 [km] 3342.77349845667s (~55.71 minutes) 56 3.190810e+03 [min] 3205.925762 [min] 191448.582499981s (~2.22 days) 1.25715056 [m/s] 2018-09-26 south FALSE
18894 18894_4726-4790_16 18894_4219_1 FALSE 4726-4790 2018-09-24 23:50:24.268 2018-09-24 23:59:02.8308 4726 45.4079 -73.9390 4219 2018-10-05 05:18:16.9435 2018-10-05 05:31:53.6752 4219 40.4326 -77.6480 4726_4219 630.12405 [km] 8751.72295143786s (~2.43 hours) 57 1.471924e+04 [min] 14732.847407 [min] 883154.112699986s (~1.46 weeks) 0.71349275 [m/s] 2018-09-30 south FALSE
18548 18548_4726-4790_255 18548_4665_1 FALSE 4726-4790 2018-09-25 05:50:01.3668 2018-09-25 05:50:30.0002 4726 45.4079 -73.9390 4665 2018-10-04 06:38:37.1831 2018-10-04 06:41:06.4978 4665 35.1970 -82.8732 4726_4665 1363.03245 [km] 18931.0062298276s (~5.26 hours) 58 1.300812e+04 [min] 13010.608293 [min] 780487.182899952s (~1.29 weeks) 1.74638672 [m/s] 2018-09-29 south FALSE
19412 19412_4979_1 19412_4665_1 FALSE 4979 2018-09-27 01:21:03.7019 2018-09-27 01:24:44.0155 4979 40.9077 -79.4436 4665 2018-10-12 03:57:52.1523 2018-10-12 04:00:28.5721 4665 35.1970 -82.8732 4979_4665 702.27018 [km] 9753.75245496595s (~2.71 hours) 59 2.175314e+04 [min] 21755.742610 [min] 1305188.13679981s (~2.16 weeks) 0.53806050 [m/s] 2018-10-04 south FALSE
18886 18886_4726-4790_395 18886_4389_1 FALSE 4726-4790 2018-09-27 01:52:02.0139 2018-09-27 02:00:47.7398 4726 45.4079 -73.9390 4389 2018-09-30 00:13:23.1729 2018-09-30 00:25:20.5096 4389 40.4759 -76.6079 4726_4389 589.78469 [km] 8191.45396561554s (~2.28 hours) 60 4.212591e+03 [min] 4224.546163 [min] 252755.433099985s (~2.93 days) 2.33342041 [m/s] 2018-09-28 south FALSE
19972 19972_2812-4044_1 19972_4210_1 FALSE 2812-4044 2018-09-27 04:51:38.1588 2018-09-27 05:06:45.122 2812 44.1414 -76.3884 4210 2018-09-30 05:07:43.0586 2018-09-30 05:12:21.4298 4210 41.3181 -78.7674 2812_4210 369.16875 [km] 5127.34374652102s (~1.42 hours) 61 4.320966e+03 [min] 4325.605130 [min] 259257.93659997s (~3 days) 1.42394387 [m/s] 2018-09-28 south FALSE
18885 18885_4208_1 18885_4622_1 FALSE 4208 2018-09-27 07:44:28.8241 2018-09-27 07:50:09.801 4208 41.0263 -77.9591 4622 2018-10-13 04:32:11.3558 2018-10-13 04:39:24.6284 4622 31.4895 -81.2090 4208_4622 1099.51625 [km] 15271.0590931653s (~4.24 hours) 62 2.284203e+04 [min] 22849.247123 [min] 1370521.5547998s (~2.27 weeks) 0.80226119 [m/s] 2018-10-05 south FALSE
19973 19973_4726-4790_19 19973_4219_1 FALSE 4726-4790 2018-09-27 21:19:44.9732 2018-09-27 23:27:59.4731 4726 45.4079 -73.9390 4219 2018-10-04 04:28:21.9415 2018-10-04 04:38:40.2606 4219 40.4326 -77.6480 4726_4219 630.12405 [km] 8751.72295143786s (~2.43 hours) 63 8.940374e+03 [min] 8950.679792 [min] 536422.468400002s (~6.21 days) 1.17467871 [m/s] 2018-10-01 south FALSE
18881 18881_4726-4790_350 18881_4832_1 FALSE 4726-4790 2018-09-27 21:38:45.8343 2018-09-27 23:38:56.6976 4726 45.4079 -73.9390 4832 2018-09-30 04:37:51.0616 2018-09-30 04:41:38.4993 4832 42.7186 -73.8647 4726_4832 299.09587 [km] 4154.10928340307s (~1.15 hours) 64 3.178906e+03 [min] 3182.696695 [min] 190734.364000082s (~2.21 days) 1.56812785 [m/s] 2018-09-29 south FALSE
18897 18897_4726-4790_219 18897_3075-3560_1 FALSE 4726-4790 2018-09-27 21:46:52.3452 2018-09-27 23:34:43.9972 4726 45.4079 -73.9390 3075-3560 2018-09-28 01:42:23.4483 2018-09-28 01:46:10.849 3075 45.0091 -74.7903 4726_3075 80.08756 [km] 1112.32724856114s (~18.54 minutes) 65 1.276575e+02 [min] 131.447530 [min] 7659.45109987259s (~2.13 hours) 10.45604455 [m/s] 2018-09-28 south TRUE
18897 18897_3075-3560_2 18897_4971_1 FALSE 3075-3560 2018-09-28 02:29:43.2827 2018-09-28 02:39:54.0149 3075 45.0091 -74.7903 4971 2018-10-08 01:58:24.6832 2018-10-08 02:09:53.5094 4971 40.0774 -78.7493 3075_4971 636.92242 [km] 8846.14470294581s (~2.46 hours) 66 1.435851e+04 [min] 14369.991575 [min] 861510.668299913s (~1.42 weeks) 0.73930880 [m/s] 2018-10-03 south FALSE
17853 17853_4726-4790-4894_4 17853_4665_1 FALSE 4726-4790-4894 2018-09-28 12:06:17.6796 2018-10-03 23:34:56.2523 4726 45.4079 -73.9390 4665 2018-10-18 00:14:25.5058 2018-10-18 00:15:51.0276 4665 35.1970 -82.8732 4726_4665 1363.03245 [km] 18931.0062298276s (~5.26 hours) 67 2.019949e+04 [min] 20200.912922 [min] 1211969.25349998s (~2 weeks) 1.12464276 [m/s] 2018-10-10 south FALSE
18899 18899_4726-4790-4894_310 18899_4210_1 FALSE 4726-4790-4894 2018-09-29 03:15:46.5949 2018-09-29 03:23:21.288 4726 45.4079 -73.9390 4210 2018-10-12 01:08:24.9434 2018-10-12 01:19:25.5264 4210 41.3181 -78.7674 4726_4210 599.07476 [km] 8320.48283084458s (~2.31 hours) 68 1.858506e+04 [min] 18596.070640 [min] 1115103.6553998s (~1.84 weeks) 0.53723684 [m/s] 2018-10-05 south FALSE
19975 19975_4726-4790_9 19975_4846_1 FALSE 4726-4790 2018-09-29 23:29:37.9183 2018-09-29 23:33:14.3658 4726 45.4079 -73.9390 4846 2018-10-04 07:46:12.805 2018-10-04 07:54:17.0296 4846 40.4455 -75.2508 4726_4846 562.01336 [km] 7805.74115125454s (~2.17 hours) 69 6.252974e+03 [min] 6261.044397 [min] 375178.439200163s (~4.34 days) 1.49798950 [m/s] 2018-10-02 south FALSE
18881 18881_4832_1 18881_4218_1 FALSE 4832 2018-09-30 04:37:51.0616 2018-09-30 04:41:38.4993 4832 42.7186 -73.8647 4218 2018-10-01 00:23:09.1496 2018-10-01 00:30:08.2794 4218 40.3201 -75.9026 4832_4218 316.07087 [km] 4389.87322551456s (~1.22 hours) 70 1.181511e+03 [min] 1188.496335 [min] 70890.6503000259s (~19.69 hours) 4.45856923 [m/s] 2018-09-30 south FALSE
19972 19972_4210_1 19972_4979_1 FALSE 4210 2018-09-30 05:07:43.0586 2018-09-30 05:12:21.4298 4210 41.3181 -78.7674 4979 2018-09-30 06:38:41.9144 2018-09-30 06:41:37.2922 4979 40.9077 -79.4436 4210_4979 72.74337 [km] 1010.32458136701s (~16.84 minutes) 71 8.634141e+01 [min] 89.264373 [min] 5180.48460006714s (~1.44 hours) 14.04180795 [m/s] 2018-09-30 south TRUE
19410 19410_4726-4790-4894_51 19410_4210_1 FALSE 4726-4790-4894 2018-09-30 15:45:01.3635 2018-10-07 23:21:25.3798 4726 45.4079 -73.9390 4210 2018-10-16 07:18:25.2361 2018-10-16 07:23:59.1267 4210 41.3181 -78.7674 4726_4210 599.07476 [km] 8320.48283084458s (~2.31 hours) 72 1.199700e+04 [min] 12002.562448 [min] 719819.856299877s (~1.19 weeks) 0.83225651 [m/s] 2018-10-12 south FALSE
18890 18890_4726-4790_429 18890_4340_1 FALSE 4726-4790 2018-09-30 23:09:24.6935 2018-09-30 23:28:36.0961 4726 45.4079 -73.9390 4340 2018-10-02 06:11:12.5019 2018-10-02 06:13:56.0369 4340 42.9724 -76.7705 4726_4340 352.52311 [km] 4896.15435611396s (~1.36 hours) 73 1.842607e+03 [min] 1845.332347 [min] 110556.405799866s (~1.28 days) 3.18862676 [m/s] 2018-10-01 south FALSE
18881 18881_4218_1 18881_4389_1 FALSE 4218 2018-10-01 00:23:09.1496 2018-10-01 00:30:08.2794 4218 40.3201 -75.9026 4389 2018-10-01 03:07:44.8564 2018-10-01 03:08:20.6016 4389 40.4759 -76.6079 4218_4389 62.18770 [km] 863.71799956013s (~14.4 minutes) 74 1.576096e+02 [min] 158.205370 [min] 9456.57699990273s (~2.63 hours) 6.57613172 [m/s] 2018-10-01 south TRUE
18912 18912_4726-4790-4894_13 18912_4217-4721_1 FALSE 4726-4790-4894 2018-10-01 10:38:17.628 2018-10-01 23:33:27.0339 4726 45.4079 -73.9390 4217-4721 2018-10-12 05:10:24.6094 2018-10-12 05:17:38.0625 4217 40.1544 -75.6857 4726_4217 601.26232 [km] 8350.86554821944s (~2.32 hours) 75 1.473696e+04 [min] 14744.183810 [min] 884217.575500011s (~1.46 weeks) 0.67999363 [m/s] 2018-10-07 south FALSE
18904 18904_4726-4790_38 18904_4217_1 FALSE 4726-4790 2018-10-01 13:19:23.111 2018-10-10 23:00:40.9149 4726 45.4079 -73.9390 4217 2018-10-24 23:15:53.6714 2018-10-24 23:18:37.1523 4217 40.1544 -75.6857 4726_4217 601.26232 [km] 8350.86554821944s (~2.32 hours) 76 2.017521e+04 [min] 20177.937290 [min] 1210512.75650001s (~2 weeks) 0.49670052 [m/s] 2018-10-17 south FALSE
18902 18902_4726-4790-4894_11 18902_4824-4825_1 FALSE 4726-4790-4894 2018-10-01 23:23:55.4541 2018-10-01 23:33:59.2791 4726 45.4079 -73.9390 4824-4825 2018-10-05 05:53:56.5082 2018-10-05 06:18:21.3136 4824 40.9856 -77.7096 4726_4824 578.83068 [km] 8039.31494831921s (~2.23 hours) 77 4.699954e+03 [min] 4724.367242 [min] 281997.229099989s (~3.26 days) 2.05261122 [m/s] 2018-10-03 south FALSE
18890 18890_4340_1 18890_4210_1 FALSE 4340 2018-10-02 06:11:12.5019 2018-10-02 06:13:56.0369 4340 42.9724 -76.7705 4210 2018-10-05 01:42:25.4516 2018-10-05 01:46:19.9834 4210 41.3181 -78.7674 4340_4210 246.84912 [km] 3428.45996894618s (~57.14 minutes) 78 4.048490e+03 [min] 4052.399108 [min] 242909.414700031s (~2.81 days) 1.01621882 [m/s] 2018-10-03 south FALSE
17695 17695_4790_18 17695_2812-4044_1 FALSE 4790 2018-10-02 19:59:26.3781 2018-10-05 23:12:02.3458 4790 45.4307 -73.9385 2812-4044 2018-10-06 03:16:52.4993 2018-10-06 03:33:16.334 2812 44.1414 -76.3884 4790_2812 240.67969 [km] 3342.77349845667s (~55.71 minutes) 79 2.448359e+02 [min] 261.233137 [min] 14690.1535000801s (~4.08 hours) 16.38374248 [m/s] 2018-10-06 south TRUE
18903 18903_4726-4790_137 18903_4971_1 FALSE 4726-4790 2018-10-03 02:02:39.3956 2018-10-03 02:19:42.7171 4726 45.4079 -73.9390 4971 2018-10-13 02:00:08.0749 2018-10-13 02:37:38.9045 4971 40.0774 -78.7493 4726_4971 710.77030 [km] 9871.80975971132s (~2.74 hours) 80 1.438042e+04 [min] 14417.936457 [min] 862825.357800007s (~1.43 weeks) 0.82377076 [m/s] 2018-10-08 south FALSE
19971 19971_4726-4790_26 19971_4605_1 FALSE 4726-4790 2018-10-03 13:16:45.9591 2018-10-04 23:26:42.9486 4726 45.4079 -73.9390 4605 2018-10-15 01:23:16.2318 2018-10-15 01:39:24.6235 4605 42.0628 -80.0168 4726_4605 613.54538 [km] 8521.46361445941s (~2.37 hours) 81 1.451655e+04 [min] 14532.694582 [min] 870993.283200026s (~1.44 weeks) 0.70442033 [m/s] 2018-10-10 south FALSE
18548 18548_4665_1 18548_3849_1 FALSE 4665 2018-10-04 06:38:37.1831 2018-10-04 06:41:06.4978 4665 35.1970 -82.8732 3849 2018-10-05 11:00:42.9249 2018-10-05 11:09:35.5836 3849 30.0880 -84.1628 4665_3849 580.76771 [km] 8066.21826175898s (~2.24 hours) 82 1.699607e+03 [min] 1708.484763 [min] 101976.427099943s (~1.18 days) 5.69511731 [m/s] 2018-10-04 south TRUE
18900 18900_4726-4790_292 18900_4219_1 FALSE 4726-4790 2018-10-04 06:58:22.9289 2018-10-04 23:35:00.2696 4726 45.4079 -73.9390 4219 2018-10-05 10:28:53.0912 2018-10-05 10:43:47.9132 4219 40.4326 -77.6480 4726_4219 630.12405 [km] 8751.72295143786s (~2.43 hours) 83 6.538804e+02 [min] 668.794060 [min] 39232.8216001987s (~10.9 hours) 16.06114541 [m/s] 2018-10-05 south TRUE
19975 19975_4846_1 19975_4350-4389_1 FALSE 4846 2018-10-04 07:46:12.805 2018-10-04 07:54:17.0296 4846 40.4455 -75.2508 4350-4389 2018-10-05 04:59:42.3404 2018-10-05 05:09:29.5821 4350 40.4443 -76.5965 4846_4350 113.87592 [km] 1581.60993065614s (~26.36 minutes) 84 1.265422e+03 [min] 1275.209208 [min] 75925.3108000755s (~21.09 hours) 1.49984128 [m/s] 2018-10-04 south FALSE
19970 19970_4726-4790_11 19970_4389_1 FALSE 4726-4790 2018-10-04 12:54:38.851 2018-10-04 23:27:03.5151 4726 45.4079 -73.9390 4389 2018-10-06 05:44:54.4527 2018-10-06 05:47:18.9241 4389 40.4759 -76.6079 4726_4389 589.78469 [km] 8191.45396561554s (~2.28 hours) 85 1.817849e+03 [min] 1820.256817 [min] 109070.937599897s (~1.26 days) 5.40734955 [m/s] 2018-10-05 south TRUE
18901 18901_4726-4790_339 18901_4863_1 FALSE 4726-4790 2018-10-04 22:23:24.9772 2018-10-05 23:06:20.7032 4726 45.4079 -73.9390 4863 2018-10-08 04:42:45.281 2018-10-08 04:49:44.4687 4863 43.7617 -80.1529 4726_4863 524.87520 [km] 7289.93332606861s (~2.02 hours) 86 3.216410e+03 [min] 3223.396092 [min] 192984.577799797s (~2.23 days) 2.71977795 [m/s] 2018-10-07 south FALSE
18914 18914_4726-4790-4894_56 18914_5432_1 FALSE 4726-4790-4894 2018-10-05 05:02:11.7443 2018-10-05 05:05:38.418 4726 45.4079 -73.9390 5432 2018-10-21 12:09:51.4564 2018-10-21 12:11:59.4997 5432 29.6686 -81.2654 4726_5432 1863.52929 [km] 25882.3511879462s (~7.19 hours) 87 2.346422e+04 [min] 23466.351362 [min] 1407853.03839993s (~2.33 weeks) 1.32366748 [m/s] 2018-10-13 south FALSE
18902 18902_4824-4825_1 18902_4665_1 FALSE 4824-4825 2018-10-05 05:53:56.5082 2018-10-05 06:18:21.3136 4824 40.9856 -77.7096 4665 2018-10-08 01:44:12.3232 2018-10-08 02:05:09.3168 4665 35.1970 -82.8732 4824_4665 786.10266 [km] 10918.0924966806s (~3.03 hours) 88 4.045850e+03 [min] 4066.800053 [min] 242751.009599924s (~2.81 days) 3.23830851 [m/s] 2018-10-06 south FALSE
18880 18880_4726-4790_277 18880_4319_1 FALSE 4726-4790 2018-10-05 18:39:17.7127 2018-10-05 18:40:57.3401 4726 45.4079 -73.9390 4319 2018-10-07 03:13:57.2744 2018-10-07 03:20:42.1796 4319 29.3725 -83.0443 4726_4319 1952.99921 [km] 27124.989015465s (~7.53 hours) 89 1.952999e+03 [min] 1959.747325 [min] 117179.934299946s (~1.36 days) 16.66666926 [m/s] 2018-10-06 south TRUE
18900 18900_4219_3 18900_4971_1 FALSE 4219 2018-10-06 00:35:31.179 2018-10-06 00:42:58.7197 4219 40.4326 -77.6480 4971 2018-10-07 10:30:09.2977 2018-10-07 10:33:21.1058 4971 40.0774 -78.7493 4219_4971 101.46011 [km] 1409.16814590633s (~23.49 minutes) 90 2.027176e+03 [min] 2030.373102 [min] 121630.57799983s (~1.41 days) 0.83416611 [m/s] 2018-10-06 south FALSE
17695 17695_2812-4044_1 17695_3051_1 FALSE 2812-4044 2018-10-06 03:16:52.4993 2018-10-06 03:33:16.334 2812 44.1414 -76.3884 3051 2018-10-06 04:49:59.657 2018-10-06 04:53:13.5213 3051 44.0128 -77.7452 2812_3051 109.32326 [km] 1518.3785485046s (~25.31 minutes) 91 7.672205e+01 [min] 79.953122 [min] 4603.32299995422s (~1.28 hours) 23.74876920 [m/s] 2018-10-06 south TRUE
18910 18910_4726-4790_239 18910_3849_1 FALSE 4726-4790 2018-10-06 23:42:38.1797 2018-10-07 23:27:48.5003 4726 45.4079 -73.9390 3849 2018-11-11 00:39:45.7274 2018-11-11 00:44:37.0552 3849 30.0880 -84.1628 4726_3849 1922.39624 [km] 26699.9477340692s (~7.42 hours) 92 4.903195e+04 [min] 49036.809248 [min] 2941917.22710013s (~4.86 weeks) 0.65345014 [m/s] 2018-10-25 south FALSE
18897 18897_4971_1 18897_4622_1 FALSE 4971 2018-10-08 01:58:24.6832 2018-10-08 02:09:53.5094 4971 40.0774 -78.7493 4622 2018-10-12 08:30:38.6753 2018-10-12 08:43:11.3911 4622 31.4895 -81.2090 4971_4622 980.24835 [km] 13614.5603861003s (~3.78 hours) 93 6.140753e+03 [min] 6153.298028 [min] 368445.165899992s (~4.26 days) 2.66049996 [m/s] 2018-10-10 south FALSE
18901 18901_4863_1 18901_4725_1 FALSE 4863 2018-10-08 04:42:45.281 2018-10-08 04:49:44.4687 4863 43.7617 -80.1529 4725 2018-10-09 00:26:37.1435 2018-10-09 00:36:55.1268 4725 43.6050 -80.2701 4863_4725 19.80969 [km] 275.134585275211s (~4.59 minutes) 94 1.176878e+03 [min] 1187.177635 [min] 70612.6748001575s (~19.61 hours) 0.28054015 [m/s] 2018-10-08 south FALSE
17671 17671_4726-4790_6 17671_4217_1 FALSE 4726-4790 2018-10-08 05:55:52.4928 2018-10-10 22:57:06.9692 4726 45.4079 -73.9390 4217 2018-10-18 05:52:41.812 2018-10-18 05:53:56.477 4217 40.1544 -75.6857 4726_4217 601.26232 [km] 8350.86554821944s (~2.32 hours) 95 1.049558e+04 [min] 10496.825130 [min] 629734.84280014s (~1.04 weeks) 0.95478649 [m/s] 2018-10-14 south FALSE
18901 18901_4725_1 18901_3495-4725-5240_1 FALSE 4725 2018-10-09 00:26:37.1435 2018-10-09 00:36:55.1268 4725 43.6050 -80.2701 3495-4725-5240 2018-10-09 02:03:56.678 2018-10-09 02:13:53.36 3495 43.1719 -80.2884 4725_3495 48.18130 [km] 669.184669782497s (~11.15 minutes) 96 8.702585e+01 [min] 96.970553 [min] 5221.55119991302s (~1.45 hours) 9.22739132 [m/s] 2018-10-09 south TRUE
18902 18902_4665_2 18902_4702_1 FALSE 4665 2018-10-09 04:44:28.1251 2018-10-09 04:49:26.6645 4665 35.1970 -82.8732 4702 2018-10-12 02:41:59.918 2018-10-12 02:46:51.358 4702 30.6987 -81.4321 4665_4702 517.92861 [km] 7193.45289368946s (~2 hours) 97 4.192554e+03 [min] 4197.411558 [min] 251553.253499985s (~2.91 days) 2.05892232 [m/s] 2018-10-10 south FALSE
19414 19414_4726-4790_250 19414_4940_1 FALSE 4726-4790 2018-10-10 20:07:48.9651 2018-10-10 23:31:43.0666 4726 45.4079 -73.9390 4940 2018-10-21 23:28:11.7331 2018-10-21 23:35:53.4284 4940 40.5274 -76.9409 4726_4940 595.00633 [km] 8263.97682257748s (~2.3 hours) 98 1.583648e+04 [min] 15844.172697 [min] 950188.666499853s (~1.57 weeks) 0.62619809 [m/s] 2018-10-16 south FALSE
17672 17672_4726-4790_6 17672_3075-3560_1 FALSE 4726-4790 2018-10-10 21:33:12.6204 2018-10-10 23:01:50.1413 4726 45.4079 -73.9390 3075-3560 2018-10-11 00:31:28.0774 2018-10-11 01:06:44.2168 3075 45.0091 -74.7903 4726_3075 80.08756 [km] 1112.32724856114s (~18.54 minutes) 99 8.963227e+01 [min] 124.901258 [min] 5377.9361000061s (~1.49 hours) 14.89187681 [m/s] 2018-10-10 south TRUE
18913 18913_4726-4790_317 18913_4218_1 FALSE 4726-4790 2018-10-10 22:17:05.6438 2018-10-10 22:59:08.3979 4726 45.4079 -73.9390 4218 2018-10-18 23:54:18.4902 2018-10-18 23:59:52.4087 4218 40.3201 -75.9026 4726_4218 587.88678 [km] 8165.09420597983s (~2.27 hours) 100 1.157517e+04 [min] 11580.733513 [min] 694510.092299938s (~1.15 weeks) 0.84647695 [m/s] 2018-10-14 south FALSE
18901 18901_3495-4725-5240_3 18901_4256_1 FALSE 3495-4725-5240 2018-10-10 23:51:08.9626 2018-10-10 23:53:09.9631 3495 43.1719 -80.2884 4256 2018-10-12 00:30:09.0218 2018-10-12 00:34:10.7107 4256 42.5487 -80.0507 3495_4256 71.95413 [km] 999.362930095826s (~16.66 minutes) 101 1.476984e+03 [min] 1481.012460 [min] 88619.0587000847s (~1.03 days) 0.81194872 [m/s] 2018-10-11 south FALSE
17672 17672_3075-3560_1 17672_4622_1 FALSE 3075-3560 2018-10-11 00:31:28.0774 2018-10-11 01:06:44.2168 3075 45.0091 -74.7903 4622 2018-10-28 04:29:59.4666 2018-10-28 04:36:56.9014 4622 31.4895 -81.2090 3075_4622 1603.06100 [km] 22264.736065156s (~6.18 hours) 102 2.468325e+04 [min] 24690.211410 [min] 1480995.24979997s (~2.45 weeks) 1.08242143 [m/s] 2018-10-19 south FALSE
18901 18901_4256_1 18901_4605_1 FALSE 4256 2018-10-12 00:30:09.0218 2018-10-12 00:34:10.7107 4256 42.5487 -80.0507 4605 2018-10-12 01:49:17.905 2018-10-12 02:02:26.2784 4605 42.0628 -80.0168 4256_4605 54.10157 [km] 751.410721172996s (~12.52 minutes) 103 7.511990e+01 [min] 88.259462 [min] 4507.19429993629s (~1.25 hours) 12.00338133 [m/s] 2018-10-12 south TRUE
18899 18899_4210_1 18899_4971_1 FALSE 4210 2018-10-12 01:08:24.9434 2018-10-12 01:19:25.5264 4210 41.3181 -78.7674 4971 2018-10-12 04:01:59.9401 2018-10-12 04:10:45.8327 4971 40.0774 -78.7493 4210_4971 137.96820 [km] 1916.2249897056s (~31.94 minutes) 104 1.625736e+02 [min] 171.338438 [min] 9754.41369986534s (~2.71 hours) 14.14418165 [m/s] 2018-10-12 south TRUE
18901 18901_4605_1 18901_3849_1 FALSE 4605 2018-10-12 01:49:17.905 2018-10-12 02:02:26.2784 4605 42.0628 -80.0168 3849 2018-10-21 01:49:30.0751 2018-10-21 01:58:01.5595 3849 30.0880 -84.1628 4605_3849 1382.20892 [km] 19197.3461412354s (~5.33 hours) 105 1.294706e+04 [min] 12955.588018 [min] 776823.796700001s (~1.28 weeks) 1.77930816 [m/s] 2018-10-16 south FALSE
18902 18902_4702_1 18902_4705_1 FALSE 4702 2018-10-12 02:41:59.918 2018-10-12 02:46:51.358 4702 30.6987 -81.4321 4705 2018-10-12 02:58:48.0712 2018-10-12 03:12:03.5835 4705 30.4313 -81.4108 4702_4705 29.80343 [km] 413.936468202747s (~6.9 minutes) 106 1.194522e+01 [min] 25.203758 [min] 716.713199853897s (~11.95 minutes) 41.58347539 [m/s] 2018-10-12 south TRUE
18902 18902_4705_1 18902_4303_1 FALSE 4705 2018-10-12 02:58:48.0712 2018-10-12 03:12:03.5835 4705 30.4313 -81.4108 4303 2018-10-12 05:41:24.8002 2018-10-12 05:46:51.7381 4303 31.2956 -81.3435 4705_4303 96.32036 [km] 1337.78276317915s (~22.3 minutes) 107 1.493536e+02 [min] 154.802577 [min] 8961.21670007706s (~2.49 hours) 10.74858049 [m/s] 2018-10-12 south TRUE
19412 19412_4665_1 19412_4491_1 FALSE 4665 2018-10-12 03:57:52.1523 2018-10-12 04:00:28.5721 4665 35.1970 -82.8732 4491 2018-10-13 03:55:33.5077 2018-10-13 03:57:06.0306 4491 28.7488 -82.5539 4665_4491 717.63910 [km] 9967.20972352415s (~2.77 hours) 108 1.435082e+03 [min] 1436.624308 [min] 86104.9356000423s (~23.92 hours) 8.33447113 [m/s] 2018-10-12 south TRUE
19417 19417_4726-4790_164 19417_4940_1 FALSE 4726-4790 2018-10-12 04:01:21.5531 2018-10-12 23:08:41.7908 4726 45.4079 -73.9390 4940 2018-10-24 00:37:46.9176 2018-10-24 00:48:36.3498 4940 40.5274 -76.9409 4726_4940 595.00633 [km] 8263.97682257748s (~2.3 hours) 109 1.592909e+04 [min] 15939.909317 [min] 955745.126799822s (~1.58 weeks) 0.62255754 [m/s] 2018-10-18 south FALSE
18899 18899_4971_1 18899_4030_1 FALSE 4971 2018-10-12 04:01:59.9401 2018-10-12 04:10:45.8327 4971 40.0774 -78.7493 4030 2018-10-15 05:19:46.6936 2018-10-15 05:31:36.9747 4030 26.4585 -81.7755 4971_4030 1539.98940 [km] 21388.7416898606s (~5.94 hours) 110 4.389014e+03 [min] 4400.852367 [min] 263340.860899925s (~3.05 days) 5.84789385 [m/s] 2018-10-13 south TRUE
18912 18912_4217-4721_1 18912_4928_1 FALSE 4217-4721 2018-10-12 05:10:24.6094 2018-10-12 05:17:38.0625 4217 40.1544 -75.6857 4928 2018-10-13 00:06:05.1227 2018-10-13 00:18:02.4619 4928 37.2635 -77.1439 4217_4928 345.44374 [km] 4797.82969917115s (~1.33 hours) 111 1.128451e+03 [min] 1140.406657 [min] 67707.060199976s (~18.81 hours) 5.10203422 [m/s] 2018-10-12 south TRUE
18902 18902_4303_1 18902_3944_1 FALSE 4303 2018-10-12 05:41:24.8002 2018-10-12 05:46:51.7381 4303 31.2956 -81.3435 3944 2018-10-12 06:03:11.1361 2018-10-12 06:06:37.3799 3944 31.1229 -81.4776 4303_3944 23.05249 [km] 320.173409366805s (~5.34 minutes) 112 1.632330e+01 [min] 19.760697 [min] 979.398000001907s (~16.32 minutes) 23.53740305 [m/s] 2018-10-12 south TRUE
19421 19421_4622_1 19421_4030_1 FALSE 4622 2018-10-12 06:30:27.3478 2018-10-12 06:38:11.2009 4622 31.4895 -81.2090 4030 2018-10-13 05:30:53.1941 2018-10-13 05:36:12.8416 4030 26.4585 -81.7755 4622_4030 562.12696 [km] 7807.31894201901s (~2.17 hours) 113 1.372700e+03 [min] 1378.027345 [min] 82361.9931998253s (~22.88 hours) 6.82507722 [m/s] 2018-10-12 south TRUE
18915 18915_4726-4790-4894_62 18915_4928_1 FALSE 4726-4790-4894 2018-10-12 23:01:10.0784 2018-10-12 23:15:03.1969 4726 45.4079 -73.9390 4928 2018-10-25 01:38:36.3205 2018-10-25 01:52:05.9641 4928 37.2635 -77.1439 4726_4928 944.10447 [km] 13112.5621130888s (~3.64 hours) 114 1.742355e+04 [min] 17437.046120 [min] 1045413.12360001s (~1.73 weeks) 0.90309223 [m/s] 2018-10-19 south FALSE
19971 19971_4605_1 19971_3849_1 FALSE 4605 2018-10-15 01:23:16.2318 2018-10-15 01:39:24.6235 4605 42.0628 -80.0168 3849 2018-10-25 01:56:23.6814 2018-10-25 02:07:23.067 3849 30.0880 -84.1628 4605_3849 1382.20892 [km] 19197.3461412354s (~5.33 hours) 115 1.441698e+04 [min] 14427.974058 [min] 865019.057899952s (~1.43 weeks) 1.59789418 [m/s] 2018-10-20 south FALSE
18899 18899_4030_1 18899_4703_1 FALSE 4030 2018-10-15 05:19:46.6936 2018-10-15 05:31:36.9747 4030 26.4585 -81.7755 4703 2018-10-17 02:45:11.8191 2018-10-17 02:48:02.5247 4703 30.0241 -81.3254 4030_4703 398.91989 [km] 5540.55396384006s (~1.54 hours) 116 2.713581e+03 [min] 2716.425833 [min] 162814.844399929s (~1.88 days) 2.45014444 [m/s] 2018-10-16 south FALSE
19410 19410_4210_1 19410_4640_1 FALSE 4210 2018-10-16 07:18:25.2361 2018-10-16 07:23:59.1267 4210 41.3181 -78.7674 4640 2018-10-16 23:56:02.3265 2018-10-16 23:58:52.9252 4640 40.2509 -79.3297 4210_4640 127.76157 [km] 1774.46624204773s (~29.57 minutes) 117 9.920533e+02 [min] 994.896642 [min] 59523.1998000145s (~16.53 hours) 2.14641635 [m/s] 2018-10-16 south FALSE
18911 18911_4726-4790_15 18911_4732_1 FALSE 4726-4790 2018-10-16 10:53:19.9387 2018-10-17 22:52:59.8319 4726 45.4079 -73.9390 4732 2018-10-19 03:07:05.2849 2018-10-19 03:23:04.0598 4732 41.0517 -72.2736 4726_4732 502.79684 [km] 6983.28939646269s (~1.94 hours) 118 1.694091e+03 [min] 1710.070465 [min] 101645.453000069s (~1.18 days) 4.94657480 [m/s] 2018-10-18 south FALSE
18899 18899_4703_1 18899_4705_1 FALSE 4703 2018-10-17 02:45:11.8191 2018-10-17 02:48:02.5247 4703 30.0241 -81.3254 4705 2018-10-17 03:13:14.4353 2018-10-17 03:28:23.5089 4705 30.4313 -81.4108 4703_4705 46.01603 [km] 639.11159503837s (~10.65 minutes) 119 2.519851e+01 [min] 40.349737 [min] 1511.91060018539s (~25.2 minutes) 30.43568504 [m/s] 2018-10-17 south TRUE
18899 18899_4705_1 18899_4702_1 FALSE 4705 2018-10-17 03:13:14.4353 2018-10-17 03:28:23.5089 4705 30.4313 -81.4108 4702 2018-10-17 03:45:04.2453 2018-10-17 03:49:48.5445 4702 30.6987 -81.4321 4705_4702 29.80343 [km] 413.936468202747s (~6.9 minutes) 120 1.667894e+01 [min] 21.417260 [min] 1000.73640012741s (~16.68 minutes) 29.78149461 [m/s] 2018-10-17 south TRUE
18899 18899_4702_1 18899_3924_1 FALSE 4702 2018-10-17 03:45:04.2453 2018-10-17 03:49:48.5445 4702 30.6987 -81.4321 3924 2018-10-24 03:17:03.6524 2018-10-24 03:21:19.5551 3924 17.0526 -88.5654 4702_3924 1680.60916 [km] 23341.7939227303s (~6.48 hours) 121 1.004725e+04 [min] 10051.516843 [min] 602835.107899904s (~6.98 days) 2.78784221 [m/s] 2018-10-20 south FALSE
18911 18911_4732_1 18911_4514_1 FALSE 4732 2018-10-19 03:07:05.2849 2018-10-19 03:23:04.0598 4732 41.0517 -72.2736 4514 2018-10-24 23:50:33.8864 2018-10-25 00:00:02.1824 4514 40.4296 -73.9848 4732_4514 159.90016 [km] 2220.83549302442s (~37.01 minutes) 122 8.427497e+03 [min] 8436.968710 [min] 505649.826600075s (~5.85 days) 0.31622705 [m/s] 2018-10-22 south FALSE
19414 19414_4940_1 19414_4705_1 FALSE 4940 2018-10-21 23:28:11.7331 2018-10-21 23:35:53.4284 4940 40.5274 -76.9409 4705 2018-10-30 21:09:07.6608 2018-10-30 21:39:25.2289 4705 30.4313 -81.4108 4940_4705 1192.90901 [km] 16568.1806289211s (~4.6 hours) 123 1.281324e+04 [min] 12843.530008 [min] 768794.23239994s (~1.27 weeks) 1.55166227 [m/s] 2018-10-26 south FALSE
18911 18911_4514_1 18911_5026_1 FALSE 4514 2018-10-24 23:50:33.8864 2018-10-25 00:00:02.1824 4514 40.4296 -73.9848 5026 2018-11-04 00:03:51.8141 2018-11-04 00:05:45.7284 5026 34.0080 -81.0801 4514_5026 950.41280 [km] 13200.177733859s (~3.67 hours) 124 1.440383e+04 [min] 14405.725767 [min] 864229.631700039s (~1.43 weeks) 1.09972253 [m/s] 2018-10-30 south FALSE
18911 18911_5026_1 18911_3849_1 FALSE 5026 2018-11-04 00:03:51.8141 2018-11-04 00:05:45.7284 5026 34.0080 -81.0801 3849 2018-11-16 01:49:15.574 2018-11-16 02:02:16.8572 3849 30.0880 -84.1628 5026_3849 523.76824 [km] 7274.55886906802s (~2.02 hours) 125 1.738350e+04 [min] 17396.518813 [min] 1043009.84559989s (~1.72 weeks) 0.50216999 [m/s] 2018-11-10 south FALSE
26765 26765_4790_1 26765_3051_1 FALSE 4790 2019-08-12 11:06:18.7822 2019-08-12 13:20:30.0679 4790 45.4307 -73.9385 3051 2019-08-15 04:02:06.1263 2019-08-15 04:05:16.8614 3051 44.0128 -77.7452 4790_3051 339.52748 [km] 4715.65940611376s (~1.31 hours) 126 3.761601e+03 [min] 3764.779892 [min] 225696.058400154s (~2.61 days) 1.50435714 [m/s] 2019-08-13 south FALSE
26765 26765_3051_1 26765_3933_1 FALSE 3051 2019-08-15 04:02:06.1263 2019-08-15 04:05:16.8614 3051 44.0128 -77.7452 3933 2019-08-16 06:17:11.2867 2019-08-16 06:19:43.9234 3933 43.8932 -78.6368 3051_3933 72.60097 [km] 1008.34680875308s (~16.81 minutes) 127 1.571907e+03 [min] 1574.451033 [min] 94314.4253001213s (~1.09 days) 0.76977589 [m/s] 2019-08-15 south FALSE
26765 26765_3933_1 26765_4945_1 FALSE 3933 2019-08-16 06:17:11.2867 2019-08-16 06:19:43.9234 3933 43.8932 -78.6368 4945 2019-08-18 04:04:09.0939 2019-08-18 04:06:41.7306 4945 43.6460 -79.4659 3933_4945 72.02519 [km] 1000.34991220502s (~16.67 minutes) 128 2.744420e+03 [min] 2746.963453 [min] 164665.17050004s (~1.91 days) 0.43740394 [m/s] 2019-08-17 south FALSE
25204 25204_4906-5043-5361-5414-5482-5619_5 25204_4906_1 FALSE 4906-5043-5361-5414-5482-5619 2019-08-16 15:46:23.0248 2019-08-16 15:50:50.7797 4906 46.3236 -114.1319 4906 2019-08-18 21:30:55.9388 2019-08-18 21:38:25.5915 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 129 3.220086e+03 [min] 3227.580197 [min] 193205.159100056s (~2.24 days) 0.00000000 [m/s] 2019-08-17 south FALSE
25204 25204_4906_1 25204_4906-5043-5361-5414-5482-5619_6 FALSE 4906 2019-08-18 21:30:55.9388 2019-08-18 21:38:25.5915 4906 46.3236 -114.1319 4906-5043-5361-5414-5482-5619 2019-08-18 23:50:12.4766 2019-08-18 23:51:38.3363 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 130 1.317814e+02 [min] 133.212413 [min] 7906.88509988785s (~2.2 hours) 0.00000000 [m/s] 2019-08-18 south FALSE
25205 25205_5043_3 25205_5232_1 FALSE 5043 2019-08-20 12:36:30.5393 2019-08-20 12:37:56.3428 5043 46.7611 -113.9711 5232 2019-08-21 15:44:37.0104 2019-08-21 16:28:39.9926 5232 46.3236 -114.1319 5043_5232 50.17827 [km] 696.920463073367s (~11.62 minutes) 131 1.626678e+03 [min] 1670.727497 [min] 97600.6676001549s (~1.13 days) 0.51411814 [m/s] 2019-08-21 south FALSE
25204 25204_4906-5043-5361-5414-5482-5619_27 25204_4906_2 FALSE 4906-5043-5361-5414-5482-5619 2019-08-23 16:17:53.5107 2019-08-23 16:25:55.2618 4906 46.3236 -114.1319 4906 2019-08-23 16:47:08.2729 2019-08-23 16:57:07.7187 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 132 2.121685e+01 [min] 31.207615 [min] 1273.01110005379s (~21.22 minutes) 0.00000000 [m/s] 2019-08-23 south FALSE
25204 25204_4906_4 25204_4906-5043-5361-5414-5482-5619_28 FALSE 4906 2019-08-23 20:30:56.5046 2019-08-23 20:31:18.1656 4906 46.3236 -114.1319 4906-5043-5361-5414-5482-5619 2019-08-23 21:15:42.1559 2019-08-23 22:06:10.4543 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 133 4.439984e+01 [min] 94.871478 [min] 2663.99029994011s (~44.4 minutes) 0.00000000 [m/s] 2019-08-23 south FALSE
25204 25204_4906-5043-5361-5414-5482-5619_34 25204_4906_5 FALSE 4906-5043-5361-5414-5482-5619 2019-08-24 18:15:35.9341 2019-08-24 18:17:23.1928 4906 46.3236 -114.1319 4906 2019-08-24 19:35:29.4402 2019-08-25 00:32:35.3326 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 134 7.810412e+01 [min] 375.202330 [min] 4686.24740004539s (~1.3 hours) 0.00000000 [m/s] 2019-08-24 south FALSE
25204 25204_4906_8 25204_4906-5043-5361-5414-5482-5619_35 FALSE 4906 2019-08-25 22:56:50.0562 2019-08-25 23:46:46.2548 4906 46.3236 -114.1319 4906-5043-5361-5414-5482-5619 2019-08-26 00:53:48.9002 2019-08-26 01:30:54.9161 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 135 6.704409e+01 [min] 104.144355 [min] 4022.64539980888s (~1.12 hours) 0.00000000 [m/s] 2019-08-26 south FALSE
25204 25204_4906-5043-5361-5414-5482-5619_38 25204_4906_9 FALSE 4906-5043-5361-5414-5482-5619 2019-08-26 13:03:11.0429 2019-08-26 13:10:40.6935 4906 46.3236 -114.1319 4906 2019-08-26 16:44:40.1363 2019-08-26 17:03:23.8746 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 136 2.139907e+02 [min] 232.719685 [min] 12839.442800045s (~3.57 hours) 0.00000000 [m/s] 2019-08-26 south FALSE
25204 25204_4906_9 25204_5043_1 FALSE 4906 2019-08-26 16:44:40.1363 2019-08-26 17:03:23.8746 4906 46.3236 -114.1319 5043 2019-09-09 16:47:28.3268 2019-09-09 16:50:41.1828 5043 46.7611 -113.9711 4906_5043 50.17827 [km] 696.920463073367s (~11.62 minutes) 137 2.014407e+04 [min] 20147.288470 [min] 1208644.45220017s (~2 weeks) 0.04151616 [m/s] 2019-09-02 south FALSE
25876 25876_5414_12 25876_3872_1 FALSE 5414 2019-09-05 02:35:32.2692 2019-09-05 02:48:05.3866 5414 46.6690 -114.0089 3872 2019-10-10 04:12:00.9444 2019-10-10 04:22:03.4985 3872 8.5259 -76.0968 5414_3872 5555.91673 [km] 77165.5100916897s (~21.43 hours) 138 5.048393e+04 [min] 50493.968532 [min] 3029035.55780005s (~5.01 weeks) 1.83421971 [m/s] 2019-09-22 south FALSE
25204 25204_5043_1 25204_4906-5043-5361-5414-5482-5619_39 FALSE 5043 2019-09-09 16:47:28.3268 2019-09-09 16:50:41.1828 5043 46.7611 -113.9711 4906-5043-5361-5414-5482-5619 2019-09-09 17:01:22.9046 2019-09-09 18:33:13.5368 4906 46.3236 -114.1319 5043_4906 50.17827 [km] 696.920463073367s (~11.62 minutes) 139 1.069536e+01 [min] 102.539233 [min] 641.721799850464s (~10.7 minutes) 78.19318800 [m/s] 2019-09-09 south TRUE
26019 26019_4906-5482_6 26019_3817-4379-5820_1 FALSE 4906-5482 2019-09-14 03:38:05.7265 2019-09-14 03:54:49.8688 4906 46.3236 -114.1319 3817-4379-5820 2019-10-09 07:34:26.7963 2019-10-09 08:06:39.5591 3817 28.9131 -95.5784 4906_3817 2520.33877 [km] 35004.7050956801s (~9.72 hours) 140 3.621962e+04 [min] 36251.828172 [min] 2173176.92750001s (~3.59 weeks) 1.15974854 [m/s] 2019-09-26 south FALSE
26120 26120_5414-5482-5597-6154_24 26120_3810_1 FALSE 5414-5482-5597-6154 2019-09-17 04:15:46.738 2019-09-17 04:25:49.337 5414 46.6690 -114.0089 3810 2019-10-06 05:08:21.9608 2019-10-06 05:23:25.858 3810 28.3105 -96.8060 5414_3810 2531.72256 [km] 35162.8133476144s (~9.77 hours) 141 2.740254e+04 [min] 27417.608683 [min] 1644152.62380004s (~2.72 weeks) 1.53983427 [m/s] 2019-09-26 south FALSE
26121 26121_5414-5482_3 26121_5931_1 FALSE 5414-5482 2019-09-18 03:22:30.8756 2019-09-18 03:44:16.2249 5414 46.6690 -114.0089 5931 2020-05-13 03:07:52.4021 2020-05-13 03:12:28.7393 5931 27.4222 -97.3009 5414_5931 2591.71574 [km] 35996.051902227s (~10 hours) 142 3.426836e+05 [min] 342688.208573 [min] 20561016.1772001s (~34 weeks) 0.12604998 [m/s] 2020-01-15 NA FALSE
25204 25204_4906-5043-5361-5414-5482-5619_41 25204_4906_10 FALSE 4906-5043-5361-5414-5482-5619 2019-09-27 14:45:27.7957 2019-09-27 14:47:15.054 4906 46.3236 -114.1319 4906 2019-09-30 14:42:37.4575 2019-09-30 14:58:51.3923 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 143 4.315373e+03 [min] 4331.605638 [min] 258922.40350008s (~3 days) 0.00000000 [m/s] 2019-09-29 south FALSE
26766 26766_4726-4790_172 26766_4489_1 FALSE 4726-4790 2019-09-29 00:27:11.2826 2019-09-29 00:40:06.5252 4726 45.4079 -73.9390 4489 2019-10-05 02:53:09.6695 2019-10-05 02:59:05.4172 4489 39.8298 -81.7327 4726_4489 888.81162 [km] 12344.6058299429s (~3.43 hours) 144 8.773052e+03 [min] 8778.981533 [min] 526383.144300222s (~6.09 days) 1.68852599 [m/s] 2019-10-02 south FALSE
25204 25204_4906_10 25204_4906-5043-5361-5414-5482-5619_42 FALSE 4906 2019-09-30 14:42:37.4575 2019-09-30 14:58:51.3923 4906 46.3236 -114.1319 4906-5043-5361-5414-5482-5619 2019-09-30 15:36:07.3433 2019-09-30 15:53:04.106 4906 46.3236 -114.1319 4906_4906 0.00000 [km] 0s 145 3.726585e+01 [min] 54.211895 [min] 2235.95100021362s (~37.27 minutes) 0.00000000 [m/s] 2019-09-30 south FALSE
26771 26771_4790_18 26771_2812-5373_1 FALSE 4790 2019-10-03 23:38:08.7317 2019-10-03 23:38:34.288 4790 45.4307 -73.9385 2812-5373 2019-10-05 01:10:53.7298 2019-10-05 01:32:16.5673 2812 44.1414 -76.3884 4790_2812 240.67969 [km] 3342.77349845667s (~55.71 minutes) 146 1.532324e+03 [min] 1553.704655 [min] 91939.4417998791s (~1.06 days) 2.61780676 [m/s] 2019-10-04 south FALSE
26771 26771_2812-5373_1 26771_5410_1 FALSE 2812-5373 2019-10-05 01:10:53.7298 2019-10-05 01:32:16.5673 2812 44.1414 -76.3884 5410 2019-10-05 06:28:21.9437 2019-10-05 06:33:39.5727 5410 42.9776 -79.8761 2812_5410 309.36222 [km] 4296.69750551171s (~1.19 hours) 147 2.960896e+02 [min] 301.383423 [min] 17765.3763999939s (~4.93 hours) 17.41377235 [m/s] 2019-10-05 south TRUE
26771 26771_5410_1 26771_2146-2153-5317_1 FALSE 5410 2019-10-05 06:28:21.9437 2019-10-05 06:33:39.5727 5410 42.9776 -79.8761 2146-2153-5317 2019-10-07 06:38:25.1945 2019-10-07 06:46:02.7996 2146 42.6154 -80.4582 5410_2146 62.27169 [km] 864.884626758708s (~14.41 minutes) 148 2.884760e+03 [min] 2892.387115 [min] 173085.621799946s (~2 days) 0.35977392 [m/s] 2019-10-06 south FALSE
26120 26120_3810_1 26120_5414-5482-5597-6154_25 FALSE 3810 2019-10-06 05:08:21.9608 2019-10-06 05:23:25.858 3810 28.3105 -96.8060 5414-5482-5597-6154 2020-08-06 19:26:03.6284 2020-08-07 08:22:25.1153 5414 46.6690 -114.0089 3810_5414 2531.72256 [km] 35162.8133476144s (~9.77 hours) 149 4.400426e+05 [min] 440818.987622 [min] 26402557.7704s (~43.66 weeks) 0.09588929 [m/s] 2020-03-07 NA FALSE
26019 26019_3817-4379-5820_1 26019_4379_1 FALSE 3817-4379-5820 2019-10-09 07:34:26.7963 2019-10-09 08:06:39.5591 3817 28.9131 -95.5784 4379 2019-10-22 02:15:23.4957 2019-10-22 02:22:30.3866 4379 28.6281 -95.9706 3817_4379 49.65482 [km] 689.650329463136s (~11.49 minutes) 150 1.836873e+04 [min] 18375.847125 [min] 1102123.93659997s (~1.82 weeks) 0.04505376 [m/s] 2019-10-15 south FALSE
26019 26019_3817-4379-5820_1 26019_3551_1 FALSE 3817-4379-5820 2019-10-09 07:34:26.7963 2019-10-09 08:06:39.5591 3817 28.9131 -95.5784 3551 2019-10-22 02:15:48.594 2019-10-22 02:19:59.7999 3551 28.7117 -96.2068 3817_3551 65.19174 [km] 905.440861350961s (~15.09 minutes) 2036 1.836915e+04 [min] 18373.337347 [min] 1102149.03490019s (~1.82 weeks) 0.05914966 [m/s] 2019-10-15 south FALSE
26019 26019_4379_1 26019_3551_1 TRUE 4379 2019-10-22 02:15:23.4957 2019-10-22 02:22:30.3866 4379 28.6281 -95.9706 3551 2019-10-22 02:15:48.594 2019-10-22 02:19:59.7999 3551 28.7117 -96.2068 4379_3551 24.84855 [km] 345.118766604388s (~5.75 minutes) 151 -6.696543e+00 [min] -2.509778 [min] 0s -61.84422312 [m/s] 2019-10-22 south FALSE
28168 28168_4906_106 28168_5539_1 FALSE 4906 2020-05-16 05:17:35.5484 2020-05-16 05:57:19.7335 4906 46.3236 -114.1319 5539 2020-05-20 04:57:14.7518 2020-05-20 05:06:27.0425 5539 50.7980 -120.3155 4906_5539 673.79154 [km] 9358.21588866739s (~2.6 hours) 152 5.699917e+03 [min] 5709.121817 [min] 341995.018300056s (~3.96 days) 1.97017941 [m/s] 2020-05-18 north FALSE
29458 29458_6154-6156-6175_14 29458_5877_1 FALSE 6154-6156-6175 2020-08-23 12:00:54.021 2020-08-23 12:04:14.9232 6154 46.6690 -114.0089 5877 2020-09-18 01:27:17.8639 2020-09-18 01:30:13.6682 5877 36.8824 -90.8609 6154_5877 2194.54310 [km] 30479.7652190163s (~8.47 hours) 153 3.680305e+04 [min] 36805.979083 [min] 2208182.94070005s (~3.65 weeks) 0.99382305 [m/s] 2020-09-05 south FALSE
29547 29547_5043-5232-5318-6115-6154-6156-6175_59 29547_5318_1 FALSE 5043-5232-5318-6115-6154-6156-6175 2020-08-28 12:30:15.2269 2020-08-28 12:32:46.0796 5043 46.7611 -113.9711 5318 2020-08-28 14:14:25.1287 2020-08-28 14:18:11.283 5318 46.5565 -114.0749 5043_5318 24.09026 [km] 334.586906474823s (~5.58 minutes) 2038 1.016508e+02 [min] 105.420057 [min] 6099.04909992218s (~1.69 hours) 3.94983822 [m/s] 2020-08-28 south FALSE
29547 29547_5043-5232-5318-6115-6154-6156-6175_60 29547_5318_1 TRUE 5043-5232-5318-6115-6154-6156-6175 2020-08-28 13:50:34.4131 2020-08-28 14:22:22.3464 5043 46.7611 -113.9711 5318 2020-08-28 14:14:25.1287 2020-08-28 14:18:11.283 5318 46.5565 -114.0749 5043_5318 24.09026 [km] 334.586906474823s (~5.58 minutes) 154 -7.953628e+00 [min] -4.184390 [min] 0s -50.48064493 [m/s] 2020-08-28 south FALSE
29547 29547_5318_1 29547_5043-5232-5318-6115-6154-6156-6175_61 FALSE 5318 2020-08-28 14:14:25.1287 2020-08-28 14:18:11.283 5318 46.5565 -114.0749 5043-5232-5318-6115-6154-6156-6175 2020-08-28 15:19:15.7298 2020-08-28 15:32:14.0905 5043 46.7611 -113.9711 5318_5043 24.09026 [km] 334.586906474823s (~5.58 minutes) 155 6.107411e+01 [min] 74.046792 [min] 3664.44679999352s (~1.02 hours) 6.57405021 [m/s] 2020-08-28 south TRUE
25521 25521_5043-5361-5414-5482-6156_26 25521_5885-5886_1 FALSE 5043-5361-5414-5482-6156 2020-08-30 03:14:39.3675 2020-08-30 03:16:45.0469 5043 46.7611 -113.9711 5885-5886 2020-09-03 07:32:50.1944 2020-09-03 08:00:26.9783 5885 36.8504 -94.3911 5043_5885 1953.06592 [km] 27125.9155854151s (~7.53 hours) 156 6.016086e+03 [min] 6043.698857 [min] 360965.147500038s (~4.18 days) 5.41067728 [m/s] 2020-09-01 south TRUE
29551 29551_6154-6156-8066_10 29551_6058_1 FALSE 6154-6156-8066 2020-08-30 12:07:08.2059 2020-08-31 03:43:42.1099 6154 46.6690 -114.0089 6058 2020-09-29 06:24:19.4347 2020-09-29 06:28:05.5645 6058 28.9338 -95.3088 6154_6058 2553.14647 [km] 35460.3676129279s (~9.85 hours) 157 4.192062e+04 [min] 41924.390910 [min] 2515237.32480001s (~4.16 weeks) 1.01507180 [m/s] 2020-09-14 south FALSE
29548 29548_6154-6156-6175_66 29548_5551_1 FALSE 6154-6156-6175 2020-08-31 12:22:21.4664 2020-08-31 12:26:07.6256 6154 46.6690 -114.0089 5551 2020-10-01 03:02:36.7399 2020-10-01 03:13:54.6556 5551 30.0880 -84.1628 6154_5551 3157.71418 [km] 43857.1413644101s (~12.18 hours) 158 4.407649e+04 [min] 44087.783833 [min] 2644589.11430001s (~4.37 weeks) 1.19402828 [m/s] 2020-09-15 south FALSE
29306 29306_5318-6115-6154-6156-6175_90 29306_7357_1 FALSE 5318-6115-6154-6156-6175 2020-09-01 10:24:13.1804 2020-09-01 11:46:25.8785 5318 46.5565 -114.0749 7357 2020-10-07 07:00:18.8246 2020-10-07 07:05:50.7143 7357 42.6056 -82.3600 5318_7357 2532.23590 [km] 35169.9430178319s (~9.77 hours) 159 5.155388e+04 [min] 51559.413930 [min] 3093232.9461s (~5.11 weeks) 0.81863731 [m/s] 2020-09-19 south FALSE
29547 29547_5043-5232-5318-6115-6154-6156-6175_84 29547_5318_2 FALSE 5043-5232-5318-6115-6154-6156-6175 2020-09-03 16:21:57.5622 2020-09-03 16:51:39.9408 5043 46.7611 -113.9711 5318 2020-09-04 07:02:33.6749 2020-09-04 07:13:26.5333 5318 46.5565 -114.0749 5043_5318 24.09026 [km] 334.586906474823s (~5.58 minutes) 160 8.508956e+02 [min] 861.776542 [min] 51053.7341001034s (~14.18 hours) 0.47186083 [m/s] 2020-09-03 south FALSE
29547 29547_5318_2 29547_5232_1 FALSE 5318 2020-09-04 07:02:33.6749 2020-09-04 07:13:26.5333 5318 46.5565 -114.0749 5232 2020-09-04 07:54:01.0064 2020-09-04 08:01:33.0624 5232 46.3236 -114.1319 5318_5232 26.26307 [km] 364.764824422502s (~6.08 minutes) 161 4.057455e+01 [min] 48.108818 [min] 2434.47310018539s (~40.57 minutes) 10.78798832 [m/s] 2020-09-04 south TRUE
29547 29547_5232_1 29547_6176_1 FALSE 5232 2020-09-04 07:54:01.0064 2020-09-04 08:01:33.0624 5232 46.3236 -114.1319 6176 2020-09-04 08:46:18.5385 2020-09-04 08:48:24.2913 6176 46.1457 -114.1562 5232_6176 19.86971 [km] 275.968152868189s (~4.6 minutes) 162 4.475793e+01 [min] 46.853815 [min] 2685.47609996796s (~44.76 minutes) 7.39895135 [m/s] 2020-09-04 south TRUE
29547 29547_6176_9 29547_5232_2 FALSE 6176 2020-09-05 02:10:28.9745 2020-09-05 08:37:27.0233 6176 46.1457 -114.1562 5232 2020-09-05 08:47:03.8301 2020-09-05 08:57:31.8362 5232 46.3236 -114.1319 6176_5232 19.86971 [km] 275.968152868189s (~4.6 minutes) 163 9.613447e+00 [min] 20.080215 [min] 576.806800127029s (~9.61 minutes) 34.44776830 [m/s] 2020-09-05 south TRUE
29547 29547_5232_2 29547_5318_3 FALSE 5232 2020-09-05 08:47:03.8301 2020-09-05 08:57:31.8362 5232 46.3236 -114.1319 5318 2020-09-05 09:18:01.497 2020-09-05 09:29:44.5557 5318 46.5565 -114.0749 5232_5318 26.26307 [km] 364.764824422502s (~6.08 minutes) 164 2.049435e+01 [min] 32.211992 [min] 1229.66079998016s (~20.49 minutes) 21.35797722 [m/s] 2020-09-05 south TRUE
29547 29547_5318_3 29547_5043-5232-5318-6115-6154-6156-6175_85 FALSE 5318 2020-09-05 09:18:01.497 2020-09-05 09:29:44.5557 5318 46.5565 -114.0749 5043-5232-5318-6115-6154-6156-6175 2020-09-05 09:33:05.1662 2020-09-05 09:35:36.0193 5043 46.7611 -113.9711 5318_5043 24.09026 [km] 334.586906474823s (~5.58 minutes) 165 3.343508e+00 [min] 5.857727 [min] 200.610499858856s (~3.34 minutes) 120.08472778 [m/s] 2020-09-05 south TRUE
29547 29547_5043-5232-5318-6115-6154-6156-6175_85 29547_5043_1 FALSE 5043-5232-5318-6115-6154-6156-6175 2020-09-05 09:33:05.1662 2020-09-05 09:35:36.0193 5043 46.7611 -113.9711 5043 2020-09-05 09:41:52.2116 2020-09-05 09:43:32.8644 5043 46.7611 -113.9711 5043_5043 0.00000 [km] 0s 166 6.269872e+00 [min] 7.947418 [min] 376.192300081253s (~6.27 minutes) 0.00000000 [m/s] 2020-09-05 south FALSE
29767 29767_6154_24 29767_5885_1 FALSE 6154 2020-09-05 23:01:22.9493 2020-09-06 03:30:21.1767 6154 46.6690 -114.0089 5885 2020-09-29 03:41:44.3124 2020-09-29 03:48:26.1238 5885 36.8504 -94.3911 6154_5885 1950.95938 [km] 27096.6581118198s (~7.53 hours) 167 3.313139e+04 [min] 33138.082452 [min] 1987883.13569999s (~3.29 weeks) 0.98142559 [m/s] 2020-09-17 south FALSE
29772 29772_6115-6154_14 29772_5041_1 FALSE 6115-6154 2020-09-06 05:40:34.6821 2020-09-06 07:47:01.0879 6115 46.6931 -114.0353 5041 2020-10-02 15:07:18.1227 2020-10-02 15:17:49.5247 5041 43.4502 -87.8220 6115_5041 2079.79958 [km] 28886.1052618528s (~8.02 hours) 168 3.788028e+04 [min] 37890.807280 [min] 2272817.03480005s (~3.76 weeks) 0.91507567 [m/s] 2020-09-19 south FALSE
29766 29766_6154-6156_10 29766_4785_1 FALSE 6154-6156 2020-09-09 00:33:16.5014 2020-09-09 00:38:42.9992 6154 46.6690 -114.0089 4785 2020-09-30 05:45:24.8283 2020-09-30 05:55:02.2793 4785 30.4123 -94.8842 6154_4785 2443.38391 [km] 33935.8876875044s (~9.43 hours) 169 3.054670e+04 [min] 30556.321335 [min] 1832801.82909989s (~3.03 weeks) 1.33314135 [m/s] 2020-09-19 south FALSE
29771 29771_5232-5318-6115-6154-6156-6175_43 29771_5232-5318-6115-6154-6156-6175-6176_1 FALSE 5232-5318-6115-6154-6156-6175 2020-09-10 01:03:13.2088 2020-09-10 01:24:58.788 5232 46.3236 -114.1319 5232-5318-6115-6154-6156-6175-6176 2020-09-10 15:06:09.3172 2020-09-10 15:56:16.0936 5232 46.3236 -114.1319 5232_5232 0.00000 [km] 0s 170 8.211755e+02 [min] 871.288427 [min] 49270.5291998386s (~13.69 hours) 0.00000000 [m/s] 2020-09-10 south FALSE
29547 29547_5043_2 29547_5043-5232-5318-6115-6154-6156-6175_86 FALSE 5043 2020-09-11 02:58:32.1968 2020-09-11 03:04:48.9526 5043 46.7611 -113.9711 5043-5232-5318-6115-6154-6156-6175 2020-09-11 03:05:13.8165 2020-09-11 03:14:51.3584 5043 46.7611 -113.9711 5043_5043 0.00000 [km] 0s 171 4.143983e-01 [min] 10.040097 [min] 24.8638999462128s 0.00000000 [m/s] 2020-09-11 south FALSE
29771 29771_5232-5318-6115-6154-6156-6175-6176_7 29771_6176_1 FALSE 5232-5318-6115-6154-6156-6175-6176 2020-09-11 12:53:16.1077 2020-09-11 12:54:52.6395 5232 46.3236 -114.1319 6176 2020-09-11 13:21:48.0162 2020-09-11 13:53:00.6981 6176 46.1457 -114.1562 5232_6176 19.86971 [km] 275.968152868189s (~4.6 minutes) 172 2.692295e+01 [min] 58.134310 [min] 1615.37670016289s (~26.92 minutes) 12.30035508 [m/s] 2020-09-11 south TRUE
29572 29572_6115-6154-6156_39 29572_5888_1 FALSE 6115-6154-6156 2020-09-12 03:19:18.3007 2020-09-12 03:23:04.3384 6115 46.6931 -114.0353 5888 2020-09-24 03:58:24.33 2020-09-24 04:01:20.1722 5888 36.9419 -93.4640 6115_5888 2010.97555 [km] 27930.2159276623s (~7.76 hours) 173 1.731533e+04 [min] 17318.263897 [min] 1038919.99160004s (~1.72 weeks) 1.93564044 [m/s] 2020-09-18 south FALSE
30180 30180_6154-6156-6175_31 30180_5877_1 FALSE 6154-6156-6175 2020-09-13 02:38:49.5523 2020-09-13 02:47:11.7884 6154 46.6690 -114.0089 5877 2020-09-26 02:09:30.2127 2020-09-26 02:32:05.7125 5877 36.8824 -90.8609 6154_5877 2194.54310 [km] 30479.7652190163s (~8.47 hours) 174 1.868231e+04 [min] 18704.898735 [min] 1120938.42429996s (~1.85 weeks) 1.95777310 [m/s] 2020-09-19 south FALSE
29549 29549_5043-6115-6154-6156-6175_75 29549_5877_1 FALSE 5043-6115-6154-6156-6175 2020-09-16 02:29:07.6341 2020-09-16 02:42:05.8621 5043 46.7611 -113.9711 5877 2020-09-24 10:57:34.8798 2020-09-24 11:03:01.3511 5877 36.8824 -90.8609 5043_5877 2195.62118 [km] 30494.7385875884s (~8.47 hours) 175 1.201548e+04 [min] 12020.924817 [min] 720929.017700195s (~1.19 weeks) 3.04554419 [m/s] 2020-09-20 south FALSE
29769 29769_6154-6156_82 29769_5885-5886_1 FALSE 6154-6156 2020-09-16 23:49:46.979 2020-09-17 03:21:01.6342 6154 46.6690 -114.0089 5885-5886 2020-10-13 04:14:37.5846 2020-10-13 04:48:55.8241 5885 36.8504 -94.3911 6154_5885 1950.95938 [km] 27096.6581118198s (~7.53 hours) 176 3.749360e+04 [min] 37527.903165 [min] 2249615.95039988s (~3.72 weeks) 0.86724109 [m/s] 2020-09-30 south FALSE
25846 25846_4906-5414-5482-5597-6154_304 25846_3818_1 FALSE 4906-5414-5482-5597-6154 2020-09-17 00:55:44.3269 2020-09-17 03:34:41.9277 4906 46.3236 -114.1319 3818 2020-10-07 01:47:33.076 2020-10-07 01:52:34.5636 3818 29.0943 -95.2799 4906_3818 2520.52979 [km] 35007.3582336089s (~9.72 hours) 177 2.869285e+04 [min] 28697.877265 [min] 1721571.14829993s (~2.85 weeks) 1.46408692 [m/s] 2020-09-27 south FALSE
29768 29768_6154-6156_22 29768_4379_1 FALSE 6154-6156 2020-09-17 02:51:27.0628 2020-09-17 02:54:48.0513 6154 46.6690 -114.0089 4379 2020-10-25 01:57:05.4036 2020-10-25 02:03:22.0753 4379 28.6281 -95.9706 6154_4379 2545.61407 [km] 35355.7509549573s (~9.82 hours) 178 5.466229e+04 [min] 54668.567067 [min] 3279737.35229993s (~5.42 weeks) 0.77616400 [m/s] 2020-10-06 south FALSE
29458 29458_5877_1 29458_6154-6156-6175_15 FALSE 5877 2020-09-18 01:27:17.8639 2020-09-18 01:30:13.6682 5877 36.8824 -90.8609 6154-6156-6175 2021-06-01 08:04:22.0626 2021-06-01 08:06:52.7689 6154 46.6690 -114.0089 5877_6154 2194.54310 [km] 30479.7652190163s (~8.47 hours) 179 3.690341e+05 [min] 369036.651678 [min] 22142048.3943999s (~36.61 weeks) 0.09911202 [m/s] 2021-01-24 NA FALSE
30119 30119_5043-6154-6156-6175_11 30119_5885_1 FALSE 5043-6154-6156-6175 2020-09-20 02:21:32.9602 2020-09-20 02:29:30.1316 5043 46.7611 -113.9711 5885 2020-09-28 03:31:33.6396 2020-09-28 03:33:14.3416 5885 36.8504 -94.3911 5043_5885 1953.06592 [km] 27125.9155854151s (~7.53 hours) 180 1.158206e+04 [min] 11583.736833 [min] 694923.508000135s (~1.15 weeks) 2.81047612 [m/s] 2020-09-24 south FALSE
29919 29919_5043-6115-6154-6156-6175_48 29919_5418_1 FALSE 5043-6115-6154-6156-6175 2020-09-21 21:18:40.7029 2020-09-21 21:19:13.0189 5043 46.7611 -113.9711 5418 2020-11-09 15:45:58.5043 2020-11-09 15:52:23.7198 5418 50.1263 -120.3604 5043_5418 601.41149 [km] 8352.93730331104s (~2.32 hours) 181 7.022676e+04 [min] 70233.178348 [min] 4213605.4854002s (~6.97 weeks) 0.14273085 [m/s] 2020-10-16 south FALSE
30142 30142_5318-6115-6154-6156_39 30142_5878_1 FALSE 5318-6115-6154-6156 2020-09-22 06:08:00.3426 2020-09-22 06:40:12.9807 5318 46.5565 -114.0749 5878 2020-10-17 00:48:26.2995 2020-10-17 00:53:27.6631 5878 37.1630 -91.3543 5318_5878 2140.95038 [km] 29735.4219495598s (~8.26 hours) 182 3.564822e+04 [min] 35653.244707 [min] 2138893.31879997s (~3.54 weeks) 1.00096174 [m/s] 2020-10-04 south FALSE
29770 29770_5232-6115-6154-6156-6175_26 29770_5417_1 FALSE 5232-6115-6154-6156-6175 2020-09-22 18:46:51.5033 2020-09-22 19:10:02.5629 5232 46.3236 -114.1319 5417 2020-11-01 12:26:49.7809 2020-11-01 12:32:11.0015 5417 50.3894 -120.3274 5232_5417 642.97340 [km] 8930.18607202662s (~2.48 hours) 183 5.719679e+04 [min] 57202.140643 [min] 3431807.21799994s (~5.67 weeks) 0.18735709 [m/s] 2020-10-12 south FALSE
29572 29572_5888_1 29572_3550_1 FALSE 5888 2020-09-24 03:58:24.33 2020-09-24 04:01:20.1722 5888 36.9419 -93.4640 3550 2020-10-06 03:47:44.4403 2020-10-06 03:49:24.9895 3550 29.1623 -95.8254 5888_3550 892.51528 [km] 12396.0456146045s (~3.44 hours) 184 1.726640e+04 [min] 17268.080288 [min] 1035984.26810002s (~1.71 weeks) 0.86151432 [m/s] 2020-09-30 south FALSE
29549 29549_5877_1 29549_5043-6115-6154-6156-6175_76 FALSE 5877 2020-09-24 10:57:34.8798 2020-09-24 11:03:01.3511 5877 36.8824 -90.8609 5043-6115-6154-6156-6175 2021-06-01 08:02:06.3391 2021-06-01 08:08:48.1026 5043 46.7611 -113.9711 5877_5043 2195.62118 [km] 30494.7385875884s (~8.47 hours) 185 3.598191e+05 [min] 359825.779192 [min] 21589144.9879999s (~35.7 weeks) 0.10170024 [m/s] 2021-01-27 NA FALSE
30119 30119_5885_1 30119_4451_1 FALSE 5885 2020-09-28 03:31:33.6396 2020-09-28 03:33:14.3416 5885 36.8504 -94.3911 4451 2021-05-09 19:21:26.5356 2021-05-09 19:28:58.6106 4451 28.4505 -96.4046 5885_4451 952.78597 [km] 13233.1384963557s (~3.68 hours) 186 3.220682e+05 [min] 322075.737817 [min] 19324092.194s (~31.95 weeks) 0.04930560 [m/s] 2021-01-17 NA FALSE
29767 29767_5885_1 29767_4451_1 FALSE 5885 2020-09-29 03:41:44.3124 2020-09-29 03:48:26.1238 5885 36.8504 -94.3911 4451 2020-10-14 03:18:49.4307 2020-10-14 03:35:58.6901 4451 28.4505 -96.4046 5885_4451 952.78597 [km] 13233.1384963557s (~3.68 hours) 187 2.157039e+04 [min] 21587.542772 [min] 1294223.30690002s (~2.14 weeks) 0.73618360 [m/s] 2020-10-06 south FALSE
29551 29551_6058_1 29551_7339_1 FALSE 6058 2020-09-29 06:24:19.4347 2020-09-29 06:28:05.5645 6058 28.9338 -95.3088 7339 2021-05-21 09:33:52.7551 2021-05-21 09:46:25.9344 7339 38.4985 -98.7443 6058_7339 1109.74981 [km] 15413.1918110058s (~4.28 hours) 188 3.371458e+05 [min] 337158.339498 [min] 20228747.1905999s (~33.45 weeks) 0.05486004 [m/s] 2021-01-24 NA FALSE
29766 29766_4785_1 29766_6058_1 FALSE 4785 2020-09-30 05:45:24.8283 2020-09-30 05:55:02.2793 4785 30.4123 -94.8842 6058 2020-09-30 09:02:25.2702 2020-09-30 09:07:51.7584 6058 28.9338 -95.3088 4785_6058 169.44211 [km] 2353.36262692132s (~39.22 minutes) 189 1.873832e+02 [min] 192.824652 [min] 11242.9909000397s (~3.12 hours) 15.07091046 [m/s] 2020-09-30 south TRUE
29766 29766_6058_1 29766_3551-4379_1 FALSE 6058 2020-09-30 09:02:25.2702 2020-09-30 09:07:51.7584 6058 28.9338 -95.3088 3551-4379 2020-10-03 01:18:55.7804 2020-10-03 01:31:03.8108 3551 28.7117 -96.2068 6058_3551 90.90171 [km] 1262.52370201895s (~21.04 minutes) 190 3.851067e+03 [min] 3863.200873 [min] 231064.022000074s (~2.67 days) 0.39340485 [m/s] 2020-10-01 south FALSE
29548 29548_5551_1 29548_3872_1 FALSE 5551 2020-10-01 03:02:36.7399 2020-10-01 03:13:54.6556 5551 30.0880 -84.1628 3872 2020-10-27 01:04:06.6604 2020-10-27 01:07:52.8198 3872 8.5259 -76.0968 5551_3872 2540.31817 [km] 35282.1967730971s (~9.8 hours) 191 3.731020e+04 [min] 37313.969403 [min] 2238612.00479984s (~3.7 weeks) 1.13477376 [m/s] 2020-10-14 south FALSE
29766 29766_3551-4379_1 29766_6064_1 FALSE 3551-4379 2020-10-03 01:18:55.7804 2020-10-03 01:31:03.8108 3551 28.7117 -96.2068 6064 2021-05-28 03:43:05.268 2021-05-28 03:51:52.5258 6064 40.9768 -105.0766 3551_6064 1583.86280 [km] 21998.0944621125s (~6.11 hours) 192 3.414120e+05 [min] 341420.811917 [min] 20484721.4571998s (~33.87 weeks) 0.07731923 [m/s] 2021-01-29 NA FALSE
29572 29572_3550_1 29572_3551-4451_1 FALSE 3550 2020-10-06 03:47:44.4403 2020-10-06 03:49:24.9895 3550 29.1623 -95.8254 3551-4451 2020-10-06 04:47:58.5035 2020-10-06 05:00:06.4951 3551 28.7117 -96.2068 3550_3551 62.35362 [km] 866.022479077535s (~14.43 minutes) 193 5.855857e+01 [min] 70.691760 [min] 3513.51399993896s (~58.56 minutes) 17.74679665 [m/s] 2020-10-06 south TRUE
29306 29306_7357_1 29306_7246_1 FALSE 7357 2020-10-07 07:00:18.8246 2020-10-07 07:05:50.7143 7357 42.6056 -82.3600 7246 2020-10-08 03:47:00.1227 2020-10-08 03:58:24.085 7246 41.4617 -82.9974 7357_7246 137.65830 [km] 1911.92082976776s (~31.87 minutes) 194 1.241157e+03 [min] 1252.556178 [min] 74469.4084000587s (~20.69 hours) 1.84852146 [m/s] 2020-10-07 south FALSE
29074 29074_5232-5318-6115-6154-6156_120 29074_6064_1 FALSE 5232-5318-6115-6154-6156 2020-10-09 09:16:49.0701 2020-10-09 09:20:23.2814 5232 46.3236 -114.1319 6064 2020-10-14 19:07:50.3359 2020-10-14 19:09:58.9521 6064 40.9768 -105.0766 5232_6064 939.31673 [km] 13046.0657333613s (~3.62 hours) 195 7.787451e+03 [min] 7789.594512 [min] 467247.054500103s (~5.41 days) 2.01032136 [m/s] 2020-10-12 south FALSE
30142 30142_5878_1 30142_5877_1 FALSE 5878 2020-10-17 00:48:26.2995 2020-10-17 00:53:27.6631 5878 37.1630 -91.3543 5877 2020-10-17 01:53:41.5184 2020-10-17 02:07:04.8332 5877 36.8824 -90.8609 5878_5877 53.77928 [km] 746.934416797702s (~12.45 minutes) 196 6.023092e+01 [min] 73.619502 [min] 3613.85529994965s (~1 hours) 14.88141432 [m/s] 2020-10-17 south TRUE
29548 29548_3872_1 29548_7664_1 FALSE 3872 2020-10-27 01:04:06.6604 2020-10-27 01:07:52.8198 3872 8.5259 -76.0968 7664 2021-05-02 00:32:00.4901 2021-05-02 00:37:27.0397 7664 8.8107 -82.9608 3872_7664 755.17817 [km] 10488.5857558507s (~2.91 hours) 197 2.692441e+05 [min] 269249.570332 [min] 16154647.6703s (~26.71 weeks) 0.04674681 [m/s] 2021-01-28 NA FALSE
29770 29770_5417_1 29770_5785_1 FALSE 5417 2020-11-01 12:26:49.7809 2020-11-01 12:32:11.0015 5417 50.3894 -120.3274 5785 2020-11-08 16:19:16.5987 2020-11-08 16:22:50.8225 5785 48.4255 -123.2271 5417_5785 302.78101 [km] 4205.29176868528s (~1.17 hours) 198 1.030709e+04 [min] 10310.663683 [min] 618425.597200155s (~1.02 weeks) 0.48959973 [m/s] 2020-11-05 south FALSE

Save Data

Now that we have our first set of bouts and transitions, we’ll save this data for use in the next step, finding and fixing problems.

We’ll use the RDS format (an R-format) to keep the units related to our distance and speed columns.

write_rds(trans, "Data/02_Datasets/transitions_initial.rds")
write_rds(bouts, "Data/02_Datasets/bouts_initial.rds")

Reproducibility

devtools::session_info()
─ Session info ───────────────────────────────────────────────────────────────
 setting  value
 version  R version 4.4.0 (2024-04-24)
 os       Ubuntu 22.04.4 LTS
 system   x86_64, linux-gnu
 ui       X11
 language en_CA:en
 collate  en_CA.UTF-8
 ctype    en_CA.UTF-8
 tz       America/Winnipeg
 date     2024-07-03
 pandoc   3.1.1 @ /usr/lib/rstudio/resources/app/bin/quarto/bin/tools/ (via rmarkdown)

─ Packages ───────────────────────────────────────────────────────────────────
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 P sf            * 1.0-16   2024-03-24 [?] CRAN (R 4.4.0)
 P shiny           1.8.1.1  2024-04-02 [?] CRAN (R 4.4.0)
 P stringi         1.8.4    2024-05-06 [?] CRAN (R 4.4.0)
 P stringr       * 1.5.1    2023-11-14 [?] CRAN (R 4.4.0)
 P terra           1.7-71   2024-01-31 [?] CRAN (R 4.4.0)
 P tibble        * 3.2.1    2023-03-20 [?] CRAN (R 4.4.0)
 P tidyr         * 1.3.1    2024-01-24 [?] CRAN (R 4.4.0)
 P tidyselect      1.2.1    2024-03-11 [?] CRAN (R 4.4.0)
 P timechange      0.3.0    2024-01-18 [?] CRAN (R 4.4.0)
 P tzdb            0.4.0    2023-05-12 [?] CRAN (R 4.4.0)
 P units         * 0.8-5    2023-11-28 [?] CRAN (R 4.4.0)
 P urlchecker      1.0.1    2021-11-30 [?] CRAN (R 4.4.0)
 P usethis         2.2.3    2024-02-19 [?] CRAN (R 4.4.0)
 P utf8            1.2.4    2023-10-22 [?] CRAN (R 4.4.0)
 P vctrs           0.6.5    2023-12-01 [?] CRAN (R 4.4.0)
 P viridisLite     0.4.2    2023-05-02 [?] CRAN (R 4.4.0)
 P withr           3.0.0    2024-01-16 [?] CRAN (R 4.4.0)
 P wk              0.9.1    2023-11-29 [?] CRAN (R 4.4.0)
 P xfun            0.44     2024-05-15 [?] CRAN (R 4.4.0)
 P xml2            1.3.6    2023-12-04 [?] CRAN (R 4.4.0)
 P xtable          1.8-4    2019-04-21 [?] CRAN (R 4.4.0)
 P yaml            2.3.8    2023-12-11 [?] CRAN (R 4.4.0)

 [1] /home/steffi/Projects/Business/Barbara Frei/urban_motus/renv/library/linux-ubuntu-jammy/R-4.4/x86_64-pc-linux-gnu
 [2] /home/steffi/.cache/R/renv/sandbox/linux-ubuntu-jammy/R-4.4/x86_64-pc-linux-gnu/9a444a72

 P ── Loaded and on-disk path mismatch.

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